Security | UC Berkeley School of Information

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<div class="tbm-column-inner"> <ul class="tbm-subnav level-2 items-2" role="list"> <li class="tbm-item level-3" aria-level="3" data-id="6620" > <div class="tbm-link-container"> <a href="/programs/5th-year-mids/careers" class="tbm-link level-3" title="5th Year MIDS Career Outcomes and ROI"> Career Outcomes </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="8140" > <div class="tbm-link-container"> <a href="/programs/5th-year-mids/capstone" class="tbm-link level-3"> Capstone Project </a> </div> </li> </ul> </div> </div> </div> </div> </div></div> </li> </ul> </div> </div> <div class="tbm-column span3"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-1 items-2" role="list"> <li class="tbm-item level-2 tbm-group" aria-level="2" data-id="858" > <div class="tbm-link-container"> <a href="/programs/mids" class="tbm-link level-2 tbm-group-title" title="Master of Information & Data Science" aria-expanded="false"> MIDS Program </a> </div> <div class="tbm-group-container tbm-item-child" role="list"><div class="dropdown-menu-inner"> <div class="mega-dropdown-inner"> <div class="tbm-row"> <div class="tbm-column span12"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-2 items-7" role="list"> <li class="tbm-item level-3" aria-level="3" data-id="2247" > <div class="tbm-link-container"> <a href="https://ischoolonline.berkeley.edu/admissions/" class="tbm-link level-3" title="How to apply to the Master of Information & Data Science degree program" target="_blank"> Admissions </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="6656" > <div class="tbm-link-container"> <a href="/programs/mids/larson-fellowship" class="tbm-link level-3" title="The Data for Good fellowship supports MIDS students who desire to use data science to benefit society."> Jack Larson Data for Good Fellowship </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="9408" > <div class="tbm-link-container"> <a href="/programs/mids/tuition" class="tbm-link level-3"> Tuition & Fees </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="2220" > <div class="tbm-link-container"> <a href="/programs/mids/capstone" class="tbm-link level-3" title="Capstone projects are the culmination of of the Master of Information & Data Science program"> Capstone Project </a> </div> </li> <li class="tbm-item level-3 hide-submenu" aria-level="3" data-id="4930" > <div class="tbm-link-container"> <a href="/programs/mids/women" class="tbm-link level-3"> Women in MIDS </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="8620" > <div class="tbm-link-container"> <a href="/programs/mids/news" class="tbm-link level-3"> MIDS Curriculum News </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="8585" > <div class="tbm-link-container"> <a href="https://ischoolonline.berkeley.edu/form-data-science/" class="tbm-link level-3" target="_blank"> Request Information </a> </div> </li> </ul> </div> </div> </div> </div> </div></div> </li> <li class="tbm-item level-2 tbm-group" aria-level="2" data-id="4927" > <div class="tbm-link-container"> <a href="/programs/mics" class="tbm-link level-2 tbm-group-title" title="Master of Information and Cybersecurity" aria-expanded="false"> MICS Program </a> </div> <div class="tbm-group-container tbm-item-child" role="list"><div class="dropdown-menu-inner"> <div class="mega-dropdown-inner"> <div class="tbm-row"> <div class="tbm-column span12"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-2 items-5" role="list"> <li class="tbm-item level-3" aria-level="3" data-id="6891" > <div class="tbm-link-container"> <a href="https://ischoolonline.berkeley.edu/admissions/" class="tbm-link level-3" target="_blank"> Admissions </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="8975" > <div class="tbm-link-container"> <a href="/news/mics" class="tbm-link level-3"> MICS Student News </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="9409" > <div class="tbm-link-container"> <a href="/programs/mics/tuition" class="tbm-link level-3"> Tuition & Fees </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="6889" > <div class="tbm-link-container"> <a href="/programs/mics/capstone" class="tbm-link level-3"> Capstone Project </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="8586" > <div class="tbm-link-container"> <a href="https://ischoolonline.berkeley.edu/form-cybersecurity/" class="tbm-link level-3" target="_blank"> Request Information </a> </div> </li> </ul> </div> </div> </div> </div> </div></div> </li> </ul> </div> </div> <div class="tbm-column span3"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-1 items-3" role="list"> <li class="tbm-item level-2 tbm-group" aria-level="2" data-id="857" > <div class="tbm-link-container"> <a href="/programs/phd" class="tbm-link level-2 tbm-group-title" aria-expanded="false"> Ph.D. Program </a> </div> <div class="tbm-group-container tbm-item-child" role="list"><div class="dropdown-menu-inner"> <div class="mega-dropdown-inner"> <div class="tbm-row"> <div class="tbm-column span12"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-2 items-7" role="list"> <li class="tbm-item level-3 hide-submenu" aria-level="3" data-id="2246" > <div class="tbm-link-container"> <a href="/programs/phd/admissions" class="tbm-link level-3" title="How to apply to the Ph.D. program"> Admissions </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="6605" > <div class="tbm-link-container"> <a href="/programs/phd/careers" class="tbm-link level-3"> Career Outcomes </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="2216" > <div class="tbm-link-container"> <a href="/programs/phd/degreerequirements" class="tbm-link level-3"> Degree Requirements </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="8390" > <div class="tbm-link-container"> <a href="/programs/phd/funding" class="tbm-link level-3"> Funding Your Education </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="1085" > <div class="tbm-link-container"> <a href="/programs/phd/dissertations" class="tbm-link level-3"> Dissertations </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="2256" > <div class="tbm-link-container"> <a href="/programs/phd/events" class="tbm-link level-3"> Admissions Events </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="4631" > <div class="tbm-link-container"> <a href="/programs/phd/moreinfo" class="tbm-link level-3" title="Sign up for more information about our Ph.D. program"> Request Information </a> </div> </li> </ul> </div> </div> </div> </div> </div></div> </li> <li class="tbm-item level-2 tbm-group" aria-level="2" data-id="7133" > <div class="tbm-link-container"> <a href="/programs/certificates" class="tbm-link level-2 tbm-group-title" aria-expanded="false"> Graduate Certificates </a> </div> <div class="tbm-group-container tbm-item-child" role="list"><div class="dropdown-menu-inner"> <div class="mega-dropdown-inner"> <div class="tbm-row"> <div class="tbm-column span12"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-2 items-2" role="list"> <li class="tbm-item level-3 hide-submenu" aria-level="3" data-id="6786" > <div class="tbm-link-container"> <a href="/programs/data-science-certificate" class="tbm-link level-3"> Applied Data Science Certificate </a> </div> </li> <li class="tbm-item level-3 hide-submenu" aria-level="3" data-id="860" > <div class="tbm-link-container"> <a href="/programs/ictd" class="tbm-link level-3"> ICTD Certificate </a> </div> </li> </ul> </div> </div> </div> </div> </div></div> </li> <li class="tbm-item level-2 hide-submenu" aria-level="2" data-id="8976" > <div class="tbm-link-container"> <a href="/programs/cybersecurityclinic" class="tbm-link level-2"> Cybersecurity Clinic </a> </div> </li> </ul> </div> </div> <div class="tbm-column span3"> <div class="tbm-column-inner"> <div class="tbm-block"> <div class="block-inner"> <div id="block-block-content953e713f-cec1-4e84-a942-39a02dbb7ffb" class="block block-block-content block-block-content953e713f-cec1-4e84-a942-39a02dbb7ffb"> <div class="content"> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>The School of Information offers four degrees:</p><p>The <a href="/programs/mims"><strong>Master of Information Management and Systems (MIMS)</strong></a> program educates information professionals to provide leadership for an information-driven world.</p><p>The <a href="https://ischoolonline.berkeley.edu/data-science/"><strong>Master of Information and Data Science (MIDS)</strong></a> is an online degree preparing data science professionals to solve real-world problems. The 5th Year MIDS program is a streamlined path to a MIDS degree for Cal undergraduates.</p><p>The <a href="https://ischoolonline.berkeley.edu/cybersecurity/"><strong>Master of Information and Cybersecurity (MICS)</strong></a> is an online degree preparing cybersecurity leaders for complex cybersecurity challenges.</p><p>Our <a href="/programs/phd"><strong>Ph.D. in Information Science</strong></a> is a research program for next-generation scholars of the information age.</p></div> </div> </div> </div> </div> </div> </div> </div> </div> </div></div> </li> <li class="tbm-item level-1 tbm-item--has-dropdown" aria-level="1" data-id="555" > <div class="tbm-link-container"> <a href="/courses" class="tbm-link level-1 tbm-toggle" aria-expanded="false"> Courses </a> <button class="tbm-submenu-toggle"><span class="visually-hidden">Toggle submenu</span></button> </div> <div class="tbm-submenu tbm-item-child tbm-has-width" style="width: 1000px;" role="list"><div class="dropdown-menu-inner"> <div class="tb-megamenu-row row-fluid"> <div class="mega-submenu-header tb-megamenu-column span8 mega-col-nav" data-width="8"><a href="/courses">Courses</a></div> </div> <div class="mega-dropdown-inner"> <div class="tbm-row"> <div class="tbm-column span3"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-1 items-1" role="list"> <li class="tbm-item level-2 tbm-group" aria-level="2" data-id="1415" > <div class="tbm-link-container"> <a href="/courses/info" class="tbm-link level-2 tbm-group-title" aria-expanded="false"> Information Course Catalog </a> </div> <div class="tbm-group-container tbm-item-child" role="list"><div class="dropdown-menu-inner"> <div class="mega-dropdown-inner"> <div class="tbm-row"> <div class="tbm-column span12"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-2 items-3" role="list"> <li class="tbm-item level-3" aria-level="3" data-id="745" > <div class="tbm-link-container"> <a href="/courses/info/2024/fall" class="tbm-link level-3"> Fall 2024 Course Schedule </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="3017" > <div class="tbm-link-container"> <a href="/courses/info/2025/spring" class="tbm-link level-3" title="On-campus courses for the spring 2019 semester"> Spring 2025 Course Schedule </a> </div> </li> </ul> </div> </div> </div> </div> </div></div> </li> </ul> </div> </div> <div class="tbm-column span3"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-1 items-1" role="list"> <li class="tbm-item level-2 tbm-group" aria-level="2" data-id="1416" > <div class="tbm-link-container"> <a href="/courses/datasci" class="tbm-link level-2 tbm-group-title" aria-expanded="false"> Data Science Course Catalog </a> </div> <div class="tbm-group-container tbm-item-child" role="list"><div class="dropdown-menu-inner"> <div class="mega-dropdown-inner"> <div class="tbm-row"> <div class="tbm-column span12"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-2 items-3" role="list"> <li class="tbm-item level-3" aria-level="3" data-id="2217" > <div class="tbm-link-container"> <a href="/courses/datasci/2024/fall" class="tbm-link level-3"> Fall 2024 Course Schedule </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="3929" > <div class="tbm-link-container"> <a href="/courses/datasci/2025/spring" class="tbm-link level-3"> Spring 2025 Course Schedule </a> </div> </li> </ul> </div> </div> </div> </div> </div></div> </li> </ul> </div> </div> <div class="tbm-column span3"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-1 items-1" role="list"> <li class="tbm-item level-2 tbm-group" aria-level="2" data-id="5118" > <div class="tbm-link-container"> <a href="/courses/cyber" class="tbm-link level-2 tbm-group-title" aria-expanded="false"> Cybersecurity Course Catalog </a> </div> <div class="tbm-group-container tbm-item-child" role="list"><div class="dropdown-menu-inner"> <div class="mega-dropdown-inner"> <div class="tbm-row"> <div class="tbm-column span12"> <div class="tbm-column-inner"> <ul class="tbm-subnav level-2 items-3" role="list"> <li class="tbm-item level-3" aria-level="3" data-id="6049" > <div class="tbm-link-container"> <a href="/courses/cyber/2024/fall" class="tbm-link level-3" title="Online cybersecurity courses for the fall 2018 term"> Fall 2024 Course Schedule </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="6050" > <div class="tbm-link-container"> <a href="/courses/cyber/2025/spring" class="tbm-link level-3" title="Online cybersecurity courses for the spring 2019 term"> Spring 2025 Course Schedule </a> </div> </li> </ul> </div> </div> </div> </div> </div></div> </li> </ul> </div> </div> <div class="tbm-column span3"> <div class="tbm-column-inner"> <div class="tbm-block"> <div class="block-inner"> <div id="block-block-content94491d8f-75c0-4e0a-b123-cbba48b402cc" class="block block-block-content block-block-content94491d8f-75c0-4e0a-b123-cbba48b402cc"> <div class="content"> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>The School of Information's courses bridge the disciplines of information and computer science, design, social sciences, management, law, and policy. We welcome interest in our graduate-level Information classes from current UC Berkeley graduate and undergraduate students and community members. <a href="/courses/take-a-class">More information about signing up for classes.</a></p></div> </div> </div> </div> </div> </div> </div> </div> </div> </div></div> </li> <li class="tbm-item level-1 tbm-item--has-dropdown" aria-level="1" data-id="773" > <div class="tbm-link-container"> <a href="/people" class="tbm-link level-1 tbm-toggle" aria-expanded="false"> People </a> <button class="tbm-submenu-toggle"><span class="visually-hidden">Toggle submenu</span></button> </div> <div class="tbm-submenu tbm-item-child tbm-has-width" style="width: 1000px;" role="list"><div class="dropdown-menu-inner"> <div class="tb-megamenu-row row-fluid"> <div class="mega-submenu-header tb-megamenu-column span8 mega-col-nav" data-width="8"><a href="/people" data-mobile-explore-text="All People">People</a></div> </div> <div class="mega-dropdown-inner"> <div 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class="tbm-link level-3" title="Current MIMS students"> MIMS Students </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="3012" > <div class="tbm-link-container"> <a href="/people?role=124&degr=MIDS" class="tbm-link level-3" title="Current MIDS students"> MIDS Students </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="8138" > <div class="tbm-link-container"> <a href="/people?role=124&degr=5th%20Year%20MIDS" class="tbm-link level-3"> 5th Year MIDS Students </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="6609" > <div class="tbm-link-container"> <a href="/people?role=124&degr=MICS" class="tbm-link level-3" title="Current MICS students"> MICS Students </a> </div> </li> <li class="tbm-item level-3" aria-level="3" data-id="3013" > <div class="tbm-link-container"> <a href="/people?role=124&degr=PhD" class="tbm-link level-3" title="Current Ph.D.students"> Ph.D. Students </a> </div> </li> </ul> </div> </div> </div> </div> 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Study Shows You’re Likely a More Creative Writer Than ChatGPT. For Now.</a></span></div><div class="views-field views-field-field-teaser-text"><div class="field-content">UC Berkeley researcher Nina Beguš instructed both humans and AI tools to write a story based on one of two short…</div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="https://www.ischool.berkeley.edu/news/2024/white-house-issues-new-directive-ai-and-national-security"> <img loading="lazy" src="/sites/default/files/styles/news_listing/public/2024-10/tabrez-syed-dbc9dgsjzko-unsplash.jpg?h=8d5010cd&itok=Bzaog3H5" width="150" height="150" alt="photo of the White House at night" title="White House, Washington DC (Photo by Tabrez Syed via Unsplash)" class="image-style-news-listing" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2024/white-house-issues-new-directive-ai-and-national-security" hreflang="en">White House Issues New Directive on AI and National Security</a></span></div><div class="views-field views-field-field-teaser-text"><div class="field-content">Professor Deirdre Mulligan explains the Biden-Harris Administration’s new National Security Memorandum (NSM) on…</div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="https://www.ischool.berkeley.edu/news/2024/study-shows-election-data-visualization-design-can-be-powerful-persuasion-tool"> <img loading="lazy" src="/sites/default/files/styles/news_listing/public/article_teaser_image/chase.png?h=53247445&itok=h8zylsUq" width="150" height="150" alt="Headshot, chase, guy with glasses and blue shirt" title="Chase Stokes (Photo by Brittany Hosea-Small for the School of Information)" class="image-style-news-listing" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2024/study-shows-election-data-visualization-design-can-be-powerful-persuasion-tool" hreflang="en">Study Shows Election Data Visualization Design Can Be a Powerful Persuasion Tool</a></span></div><div class="views-field views-field-field-teaser-text"><div class="field-content">From election forecasts and pandemic dashboards to stock market charts and scientific figures, many people trust data…</div></div></div> <div class="clearfix"></div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div></div> </li> <li class="tbm-item level-1 tbm-item--has-dropdown" aria-level="1" data-id="1184" > <div class="tbm-link-container"> <a href="/events" class="tbm-link level-1 tbm-toggle" aria-expanded="false"> Events </a> <button class="tbm-submenu-toggle"><span class="visually-hidden">Toggle submenu</span></button> </div> <div class="tbm-submenu tbm-item-child tbm-has-width" style="width: 1000px;" role="list"><div class="dropdown-menu-inner"> <div 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class="views-field views-field-field-media-image views-field-field-profile-picture"><div class="field-content"><a href="/people/daniel-aranki"> <img loading="lazy" src="/sites/default/files/styles/profile_photo/public/profile_pictures/dsc3116.2.jpg?h=26563b06&itok=MNsC-Gg7" width="325" height="325" alt="Daniel Aranki" title="Daniel Aranki" class="image-style-profile-photo" /> </a></div></div><div class="views-field views-field-field-profile-fullname"><h2 class="field-content"><a href="https://www.ischool.berkeley.edu/people/daniel-aranki">Daniel Aranki</a></h2></div><div class="views-field views-field-field-profile-subtitle"><div class="field-content">Assistant Professor of Practice</div></div><div class="views-field views-field-field-profile-focus"><div class="field-content">Predictive medicine; artificial intelligence; machine learning; tele-health; information disclosure; privacy; security.</div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-profile-picture"><div class="field-content"><a href="/people/john-chuang"> <img loading="lazy" src="/sites/default/files/styles/profile_photo/public/profile_pictures/chuang2019.jpg?h=36902073&itok=DLbLVhyr" width="325" height="325" alt="chuang2019.jpg" class="image-style-profile-photo" /> </a></div></div><div class="views-field views-field-field-profile-fullname"><h2 class="field-content"><a href="https://www.ischool.berkeley.edu/people/john-chuang">John Chuang</a></h2></div><div class="views-field views-field-field-profile-subtitle"><div class="field-content">Professor</div></div><div class="views-field views-field-field-profile-focus"><div class="field-content">Biosensory computing; climate informatics; information economics and policy</div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-profile-picture"><div class="field-content"><a href="/people/chris-jay-hoofnagle"> <img loading="lazy" src="/sites/default/files/styles/profile_photo/public/profile_pictures/chris_hoofnagle_law_2021sm.jpg?itok=1zYzQzUP" width="325" height="325" alt="Chris Hoofnagle" title="Chris Hoofnagle" class="image-style-profile-photo" /> </a></div></div><div class="views-field views-field-field-profile-fullname"><h2 class="field-content"><a href="https://www.ischool.berkeley.edu/people/chris-jay-hoofnagle">Chris Jay Hoofnagle</a></h2></div><div class="views-field views-field-field-profile-subtitle"><div class="field-content">Professor of Practice</div></div><div class="views-field views-field-field-profile-focus"><div class="field-content">Internet law, information privacy, consumer protection, cybersecurity, computer crime, regulation of technology, edtech</div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-profile-picture"><div class="field-content"><a href="/people/deirdre-mulligan"> <img loading="lazy" src="/sites/default/files/styles/profile_photo/public/2024-08/img_2092_0.jpg?h=43df53a8&itok=1urw3cTb" width="325" height="325" alt="headshot of Professor Deirdre K. Mulligan in the Eisenhower Executive Office Building" class="image-style-profile-photo" /> </a></div></div><div class="views-field views-field-field-profile-fullname"><h2 class="field-content"><a href="https://www.ischool.berkeley.edu/people/deirdre-mulligan">Deirdre Mulligan</a></h2></div><div class="views-field views-field-field-profile-subtitle"><div class="field-content">Professor</div></div><div class="views-field views-field-field-profile-focus"><div class="field-content">privacy, fairness, human rights, cybersecurity, technology and governance, values in design, public interest tech</div></div></div> <div class="clearfix"></div> </div> </div> </div> </div> </div> <div class="views-element-container panel-pane block-views--research-area-publications-block-1 block block-views block-views-blockresearch-area-publications-block-1"> <h2 class="block-title">Recent Publications</h2> <div class="block-content"> <div><div class="view view-research-area-publications view-id-research_area_publications view-display-id-block_1 js-view-dom-id-d2debf8fae17d6a70912f66391359f4245717bef381513a0802d38e099fc06e9"> <div class="view-content"> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2023/differential-privacy-black-box-statistical-analyses" hreflang="und">Differential Privacy for Black-Box Statistical Analyses</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2023-05-22T12:00:00Z" class="datetime">May 22, 2023</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2022/time-series-analysis-and-anomaly-detection-trustworthy-smart-homes" hreflang="und">Time series analysis and anomaly detection for trustworthy smart homes</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2022-09-11T12:00:00Z" class="datetime">September 11, 2022</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2022/impacts-heuristic-parameters-pso-inverse-kinematics-solvers" hreflang="und">Impacts of heuristic parameters in PSO inverse kinematics solvers</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2022-05-16T12:00:00Z" class="datetime">May 16, 2022</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2022/novel-cloud-architecture-internet-space-things-iost" hreflang="und">A Novel Cloud Architecture for Internet of Space Things (IoST)</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2022-01-18T12:00:00Z" class="datetime">January 18, 2022</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2022/self-organizing-maps-and-bayesian-regularized-neural-network-analyzing" hreflang="und">Self-organizing maps and Bayesian regularized neural network for analyzing gasoline and diesel price drifts</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2022-01-03T12:00:00Z" class="datetime">January 3, 2022</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2021/identifying-cyber-insecurities-trustworthy-space-and-energy-sector-smart" hreflang="und">Identifying cyber insecurities in trustworthy space and energy sector for smart grids</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2021-07-01T12:00:00Z" class="datetime">July 1, 2021</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2021/new-enhanced-cyber-security-framework-medical-cyber-physical-systems" hreflang="und">A new enhanced cyber security framework for medical cyber physical systems</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2021-03-23T12:00:00Z" class="datetime">March 23, 2021</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2021/smart-contract-based-policies-internet-things" hreflang="und">Smart contract based policies for the Internet of Things</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2021-01-01T12:00:00Z" class="datetime">January 1, 2021</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2020/intelligence-cyberspace-road-cyber-singularity" hreflang="und">Intelligence in cyberspace: the road to cyber singularity</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2020-06-28T12:00:00Z" class="datetime">June 28, 2020</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-title"><span class="field-content"><a href="/research/publications/2018/mind-reading-and-telepathy-beginners-and-intermediates-what-people-think" hreflang="und">Mind-Reading and Telepathy for Beginners and Intermediates: What People Think Machines Can Know About the Mind, and Why Their Beliefs Matter</a></span></div><div class="views-field views-field-field-publication-date"><div class="field-content"><time datetime="2018-12-15T12:00:00Z" class="datetime">December 15, 2018</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p>What can machines know about the mind? This dissertation seeks to understand people’s <em>beliefs</em> about this question: how these beliefs affect and arise from interactions with digital sensors, from prior beliefs about the mind and the body; and how these beliefs may shape the design of technical systems in the future.</p> <p>The purpose of this dissertation is twofold. First, it surfaces that the boundary between sensing bodies and sensing minds is unstable, deeply entangled with social context and beliefs about the body and mind. Second, it proposes the porousness of this boundary as a site for studying the role that biosensing devices will play in near future. As biosensors creep into smart watches, bands, and ingestibles, their ability to divine not just what these bodies do, but what they think and feel, presents an under-explored avenue for understanding and imagining how thesetechnologies will come to matter in the course of life.</p></div></div></div> <div class="clearfix"></div> </div> <nav class="pager" role="navigation" aria-labelledby="pagination-heading"> <h4 id="pagination-heading" class="visually-hidden">Pagination</h4> <ul class="pager__items js-pager__items"> <li class="pager__item is-active"> <a href="?page=0" title="Current page" aria-current="page"> <span class="visually-hidden"> Current page </span>1</a> </li> <li class="pager__item"> <a href="?page=1" title="Go to page 2"> <span class="visually-hidden"> Page </span>2</a> </li> <li class="pager__item"> <a href="?page=2" title="Go to page 3"> <span class="visually-hidden"> Page </span>3</a> </li> <li class="pager__item"> <a href="?page=3" title="Go to page 4"> <span 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block-views--research-area-news-block-1 block block-views block-views-blockresearch-area-news-block-1"> <h2 class="block-title">Security news</h2> <div class="block-content"> <div><div class="view view-research-area-news view-id-research_area_news view-display-id-block_1 js-view-dom-id-fa4f5091aedf0979542bf5ff62dd8cd6abc32e8e4f311cfa2a2c7495123ede1d"> <div class="view-content"> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2024/white-house-issues-new-directive-ai-and-national-security"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/2024-10/tabrez-syed-dbc9dgsjzko-unsplash.jpg?h=8d5010cd&itok=9eAYM6ig" width="150" height="150" alt="photo of the White House at night" title="White House, Washington DC (Photo by Tabrez Syed via Unsplash)" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2024/white-house-issues-new-directive-ai-and-national-security" hreflang="en">White House Issues New Directive on AI and National Security</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2024-10-24T12:00:00Z" class="datetime">October 24, 2024</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p><span>Professor Deirdre Mulligan explains the Biden-Harris Administration’s new National Security Memorandum (NSM) on artificial intelligence.</span></p></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2024/summer-2024-mics-and-mids-capstone-award-winners"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/2024-09/group-1-58.png?h=9842589a&itok=d8xItLvC" width="150" height="150" alt="collage of capstone winners" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2024/summer-2024-mics-and-mids-capstone-award-winners" hreflang="und">Summer 2024 MICS and MIDS Capstone Award Winners</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2024-09-10T12:00:00Z" class="datetime">September 10, 2024</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p>Outstanding MICS and MIDS capstone projects.</p></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2024/fall-2023-mics-and-mids-capstone-award-winners"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/article_teaser_image/capstonewinners-aug21-teaser_0.png?h=75356e82&itok=j6r3P60u" width="150" height="150" alt="capstonewinners-aug21-teaser_0.png" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2024/fall-2023-mics-and-mids-capstone-award-winners" hreflang="und">Fall 2023 MICS and MIDS Capstone Award Winners</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2024-01-24T12:00:00Z" class="datetime">January 24, 2024</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p>Outstanding MICS, MIDS, and 5th Year MIDS capstone projects.</p></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2023/two-uc-berkeley-research-centers-collaborate-expand-cybersecurity-internships-meet-growing"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/article_teaser_image/untitled_design-3.png?h=297da09b&itok=bF8C_PQW" width="150" height="150" alt="AI-generated image of people working on computers + cybersecuruty" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2023/two-uc-berkeley-research-centers-collaborate-expand-cybersecurity-internships-meet-growing" hreflang="und">Two UC Berkeley Research Centers Collaborate to Expand Cybersecurity Internships to Meet Growing Cyber-Workforce Demand</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2023-10-31T12:00:00Z" class="datetime">October 31, 2023</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p>The Center for Information Technology Research in the Interest of Society and the Banatao Institute (CITRIS) at the University of California has partnered with the UC Berkeley Center for Long-Term Cybersecurity (CLTC) to establish a new cybersecurity internship program at four UC campuses.</p></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2023/new-research-offers-comparative-study-interdisciplinary-cybersecurity-education"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/article_teaser_image/screen_shot_2023-09-26_at_10.50.08_am.png?h=6268292c&itok=HZSIbU7v" width="150" height="150" alt="cover of the report "A Comparative Study of Interdisciplinary Cybersecurity Education"" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2023/new-research-offers-comparative-study-interdisciplinary-cybersecurity-education" hreflang="und">New Research Offers a Comparative Study of Interdisciplinary Cybersecurity Education</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2023-09-26T12:00:00Z" class="datetime">September 26, 2023</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p>A team of Berkeley researchers has published a new report examining how different universities approach the challenge of teaching cybersecurity through an interdisciplinary lens.</p></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2023/summer-2023-mics-and-mids-capstone-award-winners"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/article_teaser_image/capstonewinners-aug21-teaser_0.png?h=75356e82&itok=j6r3P60u" width="150" height="150" alt="capstonewinners-aug21-teaser_0.png" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2023/summer-2023-mics-and-mids-capstone-award-winners" hreflang="und">Summer 2023 MICS and MIDS Capstone Award Winners</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2023-09-04T12:00:00Z" class="datetime">September 4, 2023</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p>Outstanding MICS and MIDS capstone projects.</p></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2023/after-oakland-was-hacked-davis-hake-and-sarah-powazek-give-tips-how-stay-safe"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/article_teaser_image/headshot_linkedin-2.jpeg?h=bfced127&itok=pM0XNLj_" width="150" height="150" alt="Davis Hake" title="Davis Hake" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2023/after-oakland-was-hacked-davis-hake-and-sarah-powazek-give-tips-how-stay-safe" hreflang="und">After Oakland Was Hacked, Davis Hake and Sarah Powazek Give Tips on How To Stay Safe</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2023-03-07T12:00:00Z" class="datetime">March 7, 2023</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2023/fall-2022-mics-and-mids-capstone-award-winners"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/article_teaser_image/capstonewinners-aug21-teaser_0.png?h=75356e82&itok=j6r3P60u" width="150" height="150" alt="capstonewinners-aug21-teaser_0.png" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2023/fall-2022-mics-and-mids-capstone-award-winners" hreflang="und">Fall 2022 MICS and MIDS Capstone Award Winners</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2023-01-23T12:00:00Z" class="datetime">January 23, 2023</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p>Outstanding MICS and MIDS capstone projects.</p></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2022/new-cybersecurity-class-works-information-security-office-prevent-uc-web-application-data"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/article_teaser_image/artboard_1_copy_3.png?h=44ed5ec4&itok=_SRxi5hj" width="150" height="150" alt="Jacob Glad working with the Burp Suite, the main tool used in the Web Application Security Assessment class, on his computer" title="Student Jacob Glad working with the Burp Suite, the main tool used in the Web Application Security Assessment class (Photo courtesy of Jacob Glad)" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2022/new-cybersecurity-class-works-information-security-office-prevent-uc-web-application-data" hreflang="und">New Cybersecurity Class Works With Information Security Office To Prevent UC Web Application Data Leaks</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2022-12-14T12:00:00Z" class="datetime">December 14, 2022</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"><p>Conceived last September and officially launched this summer, the Web Application Security Assessment class, headed by lecturer Jennia Hizver, is addressing the major cybersecurity issue of web application data leaks.</p></div></div></div> <div class="views-row"><div class="views-field views-field-field-media-image views-field-field-teaser-image"><div class="field-content"><a href="/news/2022/andrew-reddie-weighs-nuclear-war-probability"> <img loading="lazy" src="/sites/default/files/styles/generic_term/public/profile_pictures/andrew-321_copy.jpg?h=7154db80&itok=1qgBIjmH" width="150" height="150" alt="headshot of Andrew Reddie, smiling, black background" title="Andrew Reddie, Assistant Professor of Practice in Cybersecurity, School of Information, University of California, Berkeley" class="image-style-generic-term" /> </a></div></div><div class="views-field views-field-title"><span class="field-content"><a href="/news/2022/andrew-reddie-weighs-nuclear-war-probability" hreflang="und">Andrew Reddie Weighs In on Nuclear War Probability</a></span></div><div class="views-field views-field-field-article-date"><div class="field-content"><time datetime="2022-10-10T12:00:00Z" class="datetime">October 10, 2022</time> </div></div><div class="views-field views-field-field-teaser-text"><div class="field-content"></div></div></div> <div class="clearfix"></div> </div> <nav class="pager" role="navigation" aria-labelledby="pagination-heading--2"> <h4 id="pagination-heading--2" class="visually-hidden">Pagination</h4> <ul class="pager__items js-pager__items"> <li class="pager__item is-active"> <a href="?page=0" title="Current page" aria-current="page"> <span class="visually-hidden"> Current page </span>1</a> </li> <li class="pager__item"> <a href="?page=1" title="Go to page 2"> <span class="visually-hidden"> Page </span>2</a> </li> <li class="pager__item"> <a href="?page=2" title="Go to page 3"> <span 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