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homomorphic-encryption · GitHub Topics · GitHub
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1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 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color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"executive_insights","context":"resources","tag":"link","label":"executive_insights_link_resources_navbar"}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex 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color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"topics","context":"open_source","tag":"link","label":"topics_link_open_source_navbar"}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"trending","context":"open_source","tag":"link","label":"trending_link_open_source_navbar"}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" 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</button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"enterprise_platform","context":"enterprise","tag":"link","label":"enterprise_platform_link_enterprise_navbar"}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex 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6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="0qid3vtTHFyWKMooK+NuZalDISgtF8Cs9QaNSfULW4ey3nayfTDATCtd2qKtseW4YPdkzjGkV6QKb3LMtVH/cw==" /> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <input type="hidden" 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no-underline border color-border-default rounded px-2 py-1" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="e3b81b12b9297eac3a4f967176e7ba22e68e9a93e414182774f9aaafc86b1b33" data-analytics-event="{"category":"Sign up","action":"click to sign up for account","label":"ref_page:/topics/homomorphic-encryption;ref_cta:Sign up;ref_loc:header logged out"}" > Sign up </a> <button type="button" class="sr-only js-header-menu-focus-trap d-block d-lg-none">Reseting focus</button> </div> </div> </div> </div> </header> <div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert"> <path 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version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> All <span>367</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=python" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Python <span>95</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=c%2B%2B" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C++ <span>81</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=rust" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Rust <span>30</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=java" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Java <span>26</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=go" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Go <span>22</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=jupyter+notebook" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Jupyter Notebook <span>22</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=javascript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> JavaScript <span>11</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=c" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C <span>9</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=c%23" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C# <span>7</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/homomorphic-encryption?l=typescript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> TypeScript <span>6</span> </span> </a> </div> </details-menu> </details> <details class="details-reset details-overlay select-menu mt-2"> <summary data-view-component="true" class="select-menu-button btn-sm btn"> <i>Sort:</i> <span data-menu-button >Most stars</span> </summary> <details-menu class="select-menu-modal position-absolute" style="z-index: 99;"> <div class="select-menu-header"> <span class="select-menu-title">Sort options</span> </div> <div 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1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":6154722,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="8d8394c6de70b8061ee81357b963c85ebcff166d636d84b863b91c5e7259e9d5" data-turbo="false" href="/microsoft" data-view-component="true" class="Link">microsoft</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":156787357,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="fb65e00804b905a65eb95dfdbb87edc58d11c5ac95ea9fe41dc52dffe49eb55c" data-turbo="false" href="/microsoft/SEAL" data-view-component="true" class="Link text-bold wb-break-word">SEAL</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fmicrosoft%2FSEAL" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":156787357,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="8aa94e72420132b69de37237bf3cf8584ae3231d8d4802e56c002f2a3eb8d8ca" 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this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="3,647" data-view-component="true" class="Counter js-social-count">3.6k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-156787357" aria-current="true" href="/microsoft/SEAL" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"CODE_TAB","actor_id":null,"record_id":156787357,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="92b5b3660144de24c386b01ad56724dd58362b8c931e56c09487a26399bb109c" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> Code </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab-156787357" href="/microsoft/SEAL/issues" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_ISSUES","click_visual_representation":"ISSUES_TAB","actor_id":null,"record_id":156787357,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="f2ebe83f9906c1855cd88735f7c04ada4e91ed553eb2fc338648e1013b1e1602" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-156787357" href="/microsoft/SEAL/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":156787357,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="37ccc67a135041547afcb99e0f0af7bef15ea4f63dc27411ab0e1d029606e7d6" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4898,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="9dc5e30dfe8da393e876bede7e6afe12a77685e11dedad7e089b815b1a851d4d" title="Topic: cryptography" href="/topics/cryptography" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cryptography</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":8948,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="bb519486964d8d71524a1eb13b24f057fb553b0d6b683f8858b56c6c997ff336" title="Topic: encryption" href="/topics/encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-07-11T02:15:03Z" class="no-wrap">Jul 11, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> </div> </article> <article 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":1342004,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="2fea9ba0ea072f12440386befb3c6127aa4e87aa386c5efe5aef945713dcf64a" data-turbo="false" href="/google" data-view-component="true" class="Link">google</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":364705340,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="376a972f61800f475ee2bb247f59c0077095eb9aedf2c401e7876eeea4018676" data-turbo="false" href="/google/fully-homomorphic-encryption" data-view-component="true" class="Link text-bold wb-break-word">fully-homomorphic-encryption</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fgoogle%2Ffully-homomorphic-encryption" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":364705340,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="a94fa373944d0f588802f536bdc6518aa579eb428340067c08fd26bcd6d8a3d9" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn color-bg-default"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="3535 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="3,535" data-view-component="true" class="Counter js-social-count">3.5k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-364705340" aria-current="true" href="/google/fully-homomorphic-encryption" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"CODE_TAB","actor_id":null,"record_id":364705340,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="8ce1653e47a81fb28b84093f387920b10553e98ca7d59f1b15dda85ca4bdb1bc" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 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1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A unified framework for privacy-preserving data analysis and machine learning</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="91901cae7c64b7cd397b93d6f6c1f6103b539dfb03774eac9d789e6e208204cf" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61115,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="c1b4ec20747fb475bba85b9c62020a5452ded6746e41e7c8c5f45e1b258814f7" title="Topic: data-analysis" href="/topics/data-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-analysis</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":370186,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="37a2fea5e877520ca29a8fa5a1d7b457a080bd18629d1a121350570fc425c9d5" title="Topic: 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<div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7b9356c40a38c60560eaa759135ead8eecf6c4d6232f9f56415329d20112c4ee" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":646,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="45bff91dd14957a6f64dd385cd7d37796fa9d866a055a5a83ff5e8d6e077aa03" title="Topic: security" href="/topics/security" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">security</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4898,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="9dc5e30dfe8da393e876bede7e6afe12a77685e11dedad7e089b815b1a851d4d" title="Topic: cryptography" href="/topics/cryptography" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cryptography</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4902,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7db67b0431a803e78d662c0e06ac1076d683cd6d12af1511d41cc5dd33afe70b" title="Topic: privacy" href="/topics/privacy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">privacy</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":8940,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="18bc8df0a1aa71f8bcef34b0b9f635ad88c3db44f79c1ae064d9b60093f2c13a" title="Topic: crypto" href="/topics/crypto" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">crypto</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":8948,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="bb519486964d8d71524a1eb13b24f057fb553b0d6b683f8858b56c6c997ff336" title="Topic: encryption" href="/topics/encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9654,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="c3e124daab8268707e0527547c3d8aeeb1e579d78041ec42f40edfeb930ee56a" title="Topic: compiler" href="/topics/compiler" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">compiler</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13656,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="aedadd5b2acf922113cc3cf6667be747c49d9f9ce7f348611b4ad5a1cb6ea552" title="Topic: llvm" href="/topics/llvm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llvm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":335529,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="b8851151188fc6c8f955100a1be4da79c5aaebe2f2f347b97fc05d741fb1ddff" title="Topic: gdpr" href="/topics/gdpr" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gdpr</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":444553,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="52ba9a1234a6c4a85380f6f1ec682171dbe00e962b755115ffb1d7b621d870bf" title="Topic: homomorphic-encryption-library" href="/topics/homomorphic-encryption-library" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption-library</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652625,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="59479051105e0ec78700828cbe5526fe7777c42dd5959aeb654089c92718cddd" title="Topic: fhe" href="/topics/fhe" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fhe</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1118544,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="b46df28c832683d50d86f5135417134f582f1578dd35edb81cfe02b2b7403116" title="Topic: mlir" href="/topics/mlir" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlir</a> <a 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flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":328644,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="94b0743dbcdad958df2fdc749b7802f5074937ad0f87fe2afccd58c5650d64ef" title="Topic: 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2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":646,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="45bff91dd14957a6f64dd385cd7d37796fa9d866a055a5a83ff5e8d6e077aa03" title="Topic: security" href="/topics/security" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">security</a> <a 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data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":444553,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="52ba9a1234a6c4a85380f6f1ec682171dbe00e962b755115ffb1d7b621d870bf" title="Topic: homomorphic-encryption-library" href="/topics/homomorphic-encryption-library" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption-library</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":509695,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" 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data-hydro-click-hmac="64cbea01c730305d7cd34008de1eb443f0e684b43d29881859b97f1c3687af27" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7b9356c40a38c60560eaa759135ead8eecf6c4d6232f9f56415329d20112c4ee" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2129,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="3bdb47aaf496d61bd545b87d912e59d0471ad5cb9c1734d13a8d45c236fed9ce" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="91901cae7c64b7cd397b93d6f6c1f6103b539dfb03774eac9d789e6e208204cf" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4902,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7db67b0431a803e78d662c0e06ac1076d683cd6d12af1511d41cc5dd33afe70b" title="Topic: privacy" href="/topics/privacy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">privacy</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13856,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="48394d703fb4370fb31ab6484e679a5cb09735aef1281043fff959b981d2342a" title="Topic: scikit-learn" href="/topics/scikit-learn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scikit-learn</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22334,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4608ee9dd907c482364c88a9ff0ad1d3b30c727d2705b91813b8fe351fb464e4" title="Topic: torch" href="/topics/torch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">torch</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652625,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="59479051105e0ec78700828cbe5526fe7777c42dd5959aeb654089c92718cddd" title="Topic: fhe" href="/topics/fhe" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fhe</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1120468,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="44a05f2c09d08198e268347ed5d1f876c436894c4a96896af0211335310b9dc8" title="Topic: fully-homomorphic-encryption" 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data-hydro-click-hmac="3df47426f1f00f64cc687de60700c33a23163963cc9f411bfdd64ce227667f00" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >TFHE-rs: A Pure Rust implementation of the TFHE Scheme for Boolean and Integer Arithmetics Over Encrypted Data.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":300,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="3329c4a03547913b04a1ed81c664fe79c282aff94dde95ef9e67a1dbf252b376" title="Topic: rust" href="/topics/rust" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rust</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4898,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="9dc5e30dfe8da393e876bede7e6afe12a77685e11dedad7e089b815b1a851d4d" title="Topic: 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2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A library for doing homomorphic encryption operations on tensors</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7b9356c40a38c60560eaa759135ead8eecf6c4d6232f9f56415329d20112c4ee" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a 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The current (stable) version is v1.2.3 (released on October 30, 2024).</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4898,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="9dc5e30dfe8da393e876bede7e6afe12a77685e11dedad7e089b815b1a851d4d" title="Topic: cryptography" href="/topics/cryptography" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cryptography</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4902,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" 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data-hydro-click-hmac="a20f18d54606a11702be829d4d1d3d9d8ce52e2f6f1c1cb9c503fd991247b7b0" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A library for Partially Homomorphic Encryption in Python</p> </div> <div class="d-flex 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":327071,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="3a628ab1b2aa96995953b637d7a951cb50b16024aadc1e25d4d66374bd581125" title="Topic: secure-computation" href="/topics/secure-computation" 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data-view-component="true" class="d-inline-flex"> <a id="issues-tab-94054659" href="/ibarrond/Pyfhel/issues" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_ISSUES","click_visual_representation":"ISSUES_TAB","actor_id":null,"record_id":94054659,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="bce15a061dbc502ad1ad2478cabde6ef352b9d9c7b1a49b111bc88bd107af261" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-94054659" href="/ibarrond/Pyfhel/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":94054659,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="0f7be744226687dd0ec4f000f76ab21ece81a8737d963f0c708c776f96865897" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7b9356c40a38c60560eaa759135ead8eecf6c4d6232f9f56415329d20112c4ee" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13694,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="0585a531ff0542005e48ef3048a645dca203e047f563068426ddc5725559c1ff" title="Topic: cython" href="/topics/cython" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cython</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":109328,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="e39e9d1c1cd013c84b4a9ab13cda698cf5fe4cbab842e9f5acc6e8dc34f92f08" title="Topic: seal" href="/topics/seal" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">seal</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":110555,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="e762570c624cff955d160cac18ac9c3f08aa5746584a38d3160a8cac0ee191fe" title="Topic: encrypted-data" href="/topics/encrypted-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">encrypted-data</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192985,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7c931aecaa061170e85e9699ca157e50585f8a7f56361db7a5cfa5145a4417db" title="Topic: encrypted-computation" href="/topics/encrypted-computation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">encrypted-computation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":444553,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="52ba9a1234a6c4a85380f6f1ec682171dbe00e962b755115ffb1d7b621d870bf" title="Topic: homomorphic-encryption-library" href="/topics/homomorphic-encryption-library" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption-library</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":506002,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="59933143025ab5e9ba6244d46de41c0e48d0674b0ffb15e52139ef59c5b82ada" title="Topic: helib" href="/topics/helib" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">helib</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":812558,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="92b5bba6f4234901589523e21accbd190449a643b3991b0eb674bf2c6d6fca05" title="Topic: palisade" href="/topics/palisade" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">palisade</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-08-22T19:21:45Z" class="no-wrap">Aug 22, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #fedf5b"></span> <span itemprop="programmingLanguage">Cython</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon 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1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Homomorphic Encryption library and applications in Swift</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":268,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="90ec7e05a8a5a9309f43c69cac97d859362ed9adef8daca5d389485a82b1745d" title="Topic: swift" href="/topics/swift" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">swift</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4898,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="9dc5e30dfe8da393e876bede7e6afe12a77685e11dedad7e089b815b1a851d4d" title="Topic: cryptography" href="/topics/cryptography" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cryptography</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-11-15T17:30:09Z" class="no-wrap">Nov 15, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #F05138"></span> <span itemprop="programmingLanguage">Swift</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":24958773,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="a47ad928ea03cf8f0551ae30597da987f36f471f8a6e0bdf57159a19c41b9944" data-turbo="false" href="/CEA-LIST" data-view-component="true" class="Link">CEA-LIST</a> / <a 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data-hydro-click-hmac="34062c5d7c5fe8c704ae8368204e537d026fcd8b15c7f36f122ea67a7b65f728" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-110702353" href="/CEA-LIST/Cingulata/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":110702353,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="747a43a87e7bb19df35452799d6b25c1d39d37a72b26a55f12f1880de7e84850" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Cingulata (pronounced "tchingulata") is a compiler toolchain and RTE for running C++ programs over encrypted data by means of fully homomorphic encryption techniques.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":246,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="e77e95d1f34159f68a994eff5ce66425204280715612dde319e37bdc68db78fe" title="Topic: toolchain" href="/topics/toolchain" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">toolchain</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4902,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9654,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="c3e124daab8268707e0527547c3d8aeeb1e579d78041ec42f40edfeb930ee56a" title="Topic: compiler" href="/topics/compiler" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">compiler</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag 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2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="380 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="380" data-view-component="true" class="Counter js-social-count">380</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-379762898" aria-current="true" href="/xelis-project/xelis-blockchain" 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0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A private blockDAG with Homomorphic Encryption and Smart Contracts</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":300,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="3329c4a03547913b04a1ed81c664fe79c282aff94dde95ef9e67a1dbf252b376" title="Topic: rust" href="/topics/rust" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rust</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4902,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7db67b0431a803e78d662c0e06ac1076d683cd6d12af1511d41cc5dd33afe70b" title="Topic: privacy" href="/topics/privacy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">privacy</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":14017,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="f11f150480aa39319c286abcadf944fd287d9464cb9724067af9fd71fe965459" title="Topic: smart-contracts" href="/topics/smart-contracts" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">smart-contracts</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":14180,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="6e7742fdf61a83e8ccf7101eeb9ea823beb9e88a5b43df862ff899ec660eaf0f" title="Topic: blockchain" href="/topics/blockchain" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">blockchain</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":27680,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="96d43efe230901eb8b5de1eaf7969623d22553c983aaf9999355cdfdf6ac4f3a" title="Topic: cryptocurrency" href="/topics/cryptocurrency" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cryptocurrency</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":372961,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="70c0188ece16ed50f73311489937f01f3793f72225daba850eebdd5d60220f2b" title="Topic: elgamal" href="/topics/elgamal" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">elgamal</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":704890,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="c78fc3ae3fc45582abcde97e726dc7f194c10ed8581f931803a0cbff07d68f0d" title="Topic: blockdag" href="/topics/blockdag" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">blockdag</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1008750,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="284ef5783f09a41dfdcc342e0ac0307ec4003d61754544522991f8de980400cd" title="Topic: ristretto255" href="/topics/ristretto255" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ristretto255</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1918358,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="8e82d6320977c10c5d25008bb615e2eb347a43bdf0db94052d76716b55858a3d" title="Topic: xelis" href="/topics/xelis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">xelis</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-12-17T20:34:31Z" class="no-wrap">Dec 17, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #dea584"></span> <span 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13.914 1 16 2.836 16 5.5c0 2.85-2.045 5.231-3.885 6.818a22.066 22.066 0 0 1-3.744 2.584l-.018.01-.006.003h-.002ZM4.25 2.5c-1.336 0-2.75 1.164-2.75 3 0 2.15 1.58 4.144 3.365 5.682A20.58 20.58 0 0 0 8 13.393a20.58 20.58 0 0 0 3.135-2.211C12.92 9.644 14.5 7.65 14.5 5.5c0-1.836-1.414-3-2.75-3-1.373 0-2.609.986-3.029 2.456a.749.749 0 0 1-1.442 0C6.859 3.486 5.623 2.5 4.25 2.5Z"></path> </svg> <span class="v-align-middle" > Sponsor </span></span> </span> </a> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FKoukyosyumei%2FAIJack" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":330113257,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="3e95f2f7c4303be0d85bff38821a767955499dd65cc63ff6cf1010416fee7bfb" aria-label="You must be signed in to star a repository" data-view-component="true" 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</nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":646,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="45bff91dd14957a6f64dd385cd7d37796fa9d866a055a5a83ff5e8d6e077aa03" title="Topic: security" href="/topics/security" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">security</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="91901cae7c64b7cd397b93d6f6c1f6103b539dfb03774eac9d789e6e208204cf" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":4902,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7db67b0431a803e78d662c0e06ac1076d683cd6d12af1511d41cc5dd33afe70b" title="Topic: privacy" href="/topics/privacy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">privacy</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9290,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="1a0c3c5ce3a5646279400ed4246581b59b3454200ec55981522d2fc0ac178a56" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":16992,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="a66ab0d8eb00f224c8f2c93693c3f9cd5be0189664c12ba1163f0b94432679ed" title="Topic: dbms" href="/topics/dbms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dbms</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94082,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ed74c5d37f0c3c78cba938d9c437a194360699025c1fee4778b00f5ada82631" title="Topic: paillier" href="/topics/paillier" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">paillier</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":370186,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="37a2fea5e877520ca29a8fa5a1d7b457a080bd18629d1a121350570fc425c9d5" title="Topic: differential-privacy" href="/topics/differential-privacy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differential-privacy</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":453895,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="fdd6a84043e514834d9250de89750bf8b8afbe2805624fec3faca5bea59ad5fb" title="Topic: adversarial-machine-learning" href="/topics/adversarial-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">adversarial-machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":498649,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="a59ca68b14eeeef7f83e065a62ae9f36c343091fe4344e0c39e9534f142b8b1e" title="Topic: adversarial-examples" href="/topics/adversarial-examples" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">adversarial-examples</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":509694,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="2dd4f47c2b9af0e155fb1b5b38349253221f769b93a07e491869e6f71584ab90" title="Topic: paillier-cryptosystem" href="/topics/paillier-cryptosystem" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">paillier-cryptosystem</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":591853,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="6272b9827ba4a67cb5b16dd2317a437b6a17def4f3f520a2718f73e7ea71b4d4" title="Topic: adversarial-attacks" href="/topics/adversarial-attacks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">adversarial-attacks</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":619448,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="d9e753d84dc8b4f4d7b53f5004b5a1e3aeb3b4a98d769ef4e39c0b375e7e1134" title="Topic: federated-learning" href="/topics/federated-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">federated-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":738980,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="851bf3ce475e18749a2d896e7d760623eae1e21bb25ff080a0aa8c61bb00c530" title="Topic: k-anonymity" href="/topics/k-anonymity" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">k-anonymity</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":855487,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="7444aebee9ed2c674ffbebb182ebcfd2b9dc73c92f1d2edf61f717b4b6a97138" title="Topic: model-inversion-attacks" href="/topics/model-inversion-attacks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">model-inversion-attacks</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1378134,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="0b64f1066421296531de2e0cc25a66e3f58fc1579791c91ca00bacbce962c66c" title="Topic: membership-inference" href="/topics/membership-inference" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">membership-inference</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1382526,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="bef295507790dbe05adbbcb84760ebf4f67ce56130d34ccd0e747baad91aacaa" title="Topic: evasion-attack" href="/topics/evasion-attack" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">evasion-attack</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1450872,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="c0d51633b88cd3e2b30b8bed1868dd1e6dd9f017958500d64888e9927d354a1d" title="Topic: poisoning-attacks" href="/topics/poisoning-attacks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">poisoning-attacks</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-05-10T07:55:25Z" class="no-wrap">May 10, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> 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1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="362 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="362" data-view-component="true" class="Counter js-social-count">362</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-629208802" aria-current="true" href="/google/heir" 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2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="discussions-tab-629208802" href="/google/heir/discussions" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_DISCUSSIONS","click_visual_representation":"DISCUSSIONS_TAB","actor_id":null,"record_id":629208802,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="202ac4c808b3040d2afd854aaefa00ada770dd08109a045e9e5e1bb279abf7bf" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment-discussion color-fg-muted"> <path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A compiler for homomorphic encryption</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":192996,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="4ec5080facb90a37f877ede22ca4abc9b222351e9d8b3a7de73c71602fa953ab" title="Topic: homomorphic-encryption" href="/topics/homomorphic-encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">homomorphic-encryption</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1118544,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="b46df28c832683d50d86f5135417134f582f1578dd35edb81cfe02b2b7403116" title="Topic: mlir" href="/topics/mlir" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlir</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-12-18T02:11:29Z" class="no-wrap">Dec 18, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":462183270,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="be095281de943ad80a770c4a9745897b4beadb70859c4a9f79124c03d52b30e2" data-turbo="false" href="/blyssprivacy/sdk" data-view-component="true" class="Link text-bold wb-break-word">sdk</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fblyssprivacy%2Fsdk" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":462183270,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="81f10e902a6506818ed2fd45e4802ef975ddd3afb3d411b686bd827a9191dcb6" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn color-bg-default"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span 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data-hydro-click-hmac="1cf03c795a953b1bb724b6d9b1f3f96a72b68717a5daef89d04333588d1ebce5" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-462183270" href="/blyssprivacy/sdk/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":462183270,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="0170cc19a9f48b43e2c99ad2cc67547c646f072aa6a010a846a4db9b8271e4e8" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >SDK for private data access, built on homomorphic encryption.</p> </div> <div 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2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Microsoft SEAL 4.X For Python</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":8948,"originating_url":"https://github.com/topics/homomorphic-encryption","user_id":null}}" data-hydro-click-hmac="bb519486964d8d71524a1eb13b24f057fb553b0d6b683f8858b56c6c997ff336" title="Topic: encryption" href="/topics/encryption" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">encryption</a> <a 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