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Responsible Data Privacy Principles - Business Data Responsibility
<!doctype html> <html lang="en"> <head> <base href="https://business.safety.google/responsible-innovation/"> <meta content="width=device-width, minimum-scale=1, initial-scale=1" name="viewport"> <meta charset="utf-8"> <link href="https://fonts.googleapis.com/css?family=Google+Sans:400,500,700&display=swap&lang=en" rel="stylesheet" nonce="muSrV4leDTVlBzvGfQJTIQ"> <link href="/static/compiled/index.min.css?cache=0e10251" rel="stylesheet" nonce="muSrV4leDTVlBzvGfQJTIQ"> <link rel="apple-touch-icon-precomposed" sizes="180x180" href="/static/assets/img/favicon/apple-touch-icon.png"> <link rel="icon" type="image/png" sizes="32x32" href="/static/assets/img/favicon/favicon-32x32.png"> <link rel="icon" type="image/png" sizes="16x16" href="/static/assets/img/favicon/favicon-16x16.png"> <link rel="shortcut icon" href="/static/assets/img/favicon/favicon.ico"> <link href="https://www.gstatic.com/glue/cookienotificationbar/cookienotificationbar.min.css" rel="stylesheet" nonce="muSrV4leDTVlBzvGfQJTIQ"> <title>Responsible Data Privacy Principles - Business Data Responsibility</title> <link rel="canonical" href="https://business.safety.google/responsible-innovation/"> <meta name="description" content="Explore how we focus on responsible data practices to ensure your company follows data privacy principles through strict protocols & technology."> <meta property="og:description" content="Explore how we focus on responsible data practices to ensure your company follows data privacy principles through strict protocols & technology."> <meta name="twitter:description" content="Explore how we focus on responsible data practices to ensure your company follows data privacy principles through strict protocols & technology."> <meta property="og:url" class="meta-url" content="https://business.safety.google/responsible-innovation/"> <meta property="og:type" content="website"> <meta property="og:title" content="Responsible Data Privacy Principles - Business Data Responsibility"> <meta property="og:site_name" content="Business Data Responsibility"> <meta name="twitter:card" content="summary_large_image"> <meta name="twitter:url" class="meta-url" content="https://business.safety.google/responsible-innovation/"> <meta name="twitter:title" content="Responsible Data Privacy Principles - Business Data Responsibility"> <script type="application/ld+json" nonce="muSrV4leDTVlBzvGfQJTIQ"> { "@context": "https://schema.org", "@graph": [{ "@type": "VideoObject", "name": "Safer with Google, over time", "description": "At Google, we believe making technology for everyone means protecting everyone who uses it. These are just a few of the ways we’ve invested over the years to keep your personal information private, safe, and secure.", "thumbnailUrl": "https://i.ytimg.com/vi_webp/XGonHwquDF4/sddefault.webp", "uploadDate": "2020-09-24", "duration": "PT2M3S", "contentUrl": "https://www.youtube.com/watch?v=XGonHwquDF4", "embedUrl": "https://www.youtube.com/embed/XGonHwquDF4" }, { "@type": "VideoObject", "name": "Helping developers and organizations use differential privacy", "description": "Differentially-private analysis enables organizations to learn from their data while protecting users and ensuring an individual's data cannot be re-identified. See how Google uses Differential Privacy to protect users in some of our core products and learn more about how we’re scaling these protections across the internet with our Differential Privacy Open Source Library at https://developers.googleblog.com/2019/09/enabling-developers-and-organizations.html Visit the Safety Center to learn more about how Google keeps your data private, safe and secure: https://safety.google", "thumbnailUrl": "https://i.ytimg.com/vi_webp/FfAdemDkLsc/default.webp", "uploadDate": "2020-02-07", "duration": "PT1M57S", "contentUrl": "https://www.youtube.com/watch?v=FfAdemDkLsc", "embedUrl": "https://www.youtube.com/embed/FfAdemDkLsc" }, { "@type": "VideoObject", "name": "Making every phone smarter with Federated Learning", "description": "Federated Learning works through collaborative learning, using de-identified, aggregated information from many devices to improve machine learning models.", "thumbnailUrl": "https://i.ytimg.com/vi_webp/gbRJPa9d-VU/maxresdefault.webp", "uploadDate": "2018-05-07", "duration": "PT1M3S", "contentUrl": "https://www.youtube.com/watch?v=gbRJPa9d-VU", "embedUrl": "https://www.youtube.com/embed/gbRJPa9d-VU" }, { "@type": "VideoObject", "name": "How Private Join and Compute works", "description": "Private Join and Compute is a new type of secure multi-party computation (MPC) that helps organizations work together with confidential data sets while raising the bar for privacy. 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aria-label="Responsible Innovation"> Responsible Innovation </a> <ul class="glue-header__list glue-header__list--nested" id="list-2"> <li aria-level="2" class="glue-header__item"><a class="glue-header__link" href="https://business-safety-google.translate.goog/responsible-innovation/safety-engineering-centre/?_x_tr_sl=pl&_x_tr_tl=cs&_x_tr_hl=en-GB" aria-label="Safety Engineering Center"> Safety Engineering Center </a></li> </ul></li> <li aria-level="1" class="glue-header__item"><a class="glue-header__link" href="https://business-safety-google.translate.goog/resources/?_x_tr_sl=pl&_x_tr_tl=cs&_x_tr_hl=en-GB" aria-label="Resources"> Resources </a></li> </ul> </nav> </div> <div class="glue-header__container glue-header__container--cta"> <div class="glue-header__cta"><a class="glue-button glue-button--medium-emphasis" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://policies.google.com/privacy" aria-label="Privacy Policy" target="_blank" rel="noopener noreferrer"> Privacy Policy </a> </div> </div> </div> </div> <div class="glue-header__bar glue-header__bar--mobile"> <div class="glue-header__tier"> <div class="glue-header__container hide-desktop"> <div class="glue-header__lock-up"> <div class="glue-header__logo"><a class="glue-header__logo-link" href="https://business-safety-google.translate.goog/?_x_tr_sl=pl&_x_tr_tl=cs&_x_tr_hl=en-GB" title="Google" aria-label="Google logo"> <div class="glue-header__logo-container"> <svg role="img" alt="" aria-hidden="true" class="glue-header__logo-svg"><use xlink:href="/static/assets/img/glue-icons.svg#google-color-logo"></use> </svg> </div></a> </div> </div> </div> <div class="glue-header__container"> <div class="glue-header__cta"> <div class="glue-header__hamburger"> <div class="glue-header__hamburger-wrapper"><button aria-controls="glue-drawer" aria-expanded="false" aria-label="Open the navigation drawer" class="glue-header__drawer-toggle-btn" type="button"> <svg class="glue-icon glue-icon--24px" role="presentation"><use xlink:href="/static/assets/img/glue-icons.svg#menu"></use> </svg></button> </div> </div> <div class="glue-header__logo"><a class="glue-header__logo-link" href="https://business-safety-google.translate.goog/?_x_tr_sl=pl&_x_tr_tl=cs&_x_tr_hl=en-GB" title="Business Data Responsibility" aria-label="Business Data Responsibility"> <div class="glue-header__logo-container hide-mobile"> <svg role="img" alt="" aria-hidden="true" class="glue-header__logo-svg"><use xlink:href="/static/assets/img/glue-icons.svg#google-color-logo"></use> </svg> </div><p class="glue-header__logo--product">Business Data Responsibility</p></a> </div> </div> </div> </div> </div> <div class="glue-header__drawer-backdrop"></div> </header> <main class="glue-page"> <div class="glue-grid hero-2-col-video"> <div class="glue-grid__col glue-grid__col--span-6 glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-mod-order-2 glue-mod-order-1-sm glue-mod-order-1-md video-container"> <div class="yt-video" data-glue-yt-video-vid="XGonHwquDF4"></div> </div> <div class="glue-grid__col glue-grid__col--span-6 glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-mod-order-1 glue-mod-order-2-sm glue-mod-order-2-md title-container"> <h1 class="glue-headline glue-headline--headline-1 font-weight-medium has-blue-text-child-span"><p>Leading the way in <span style="text-decoration: underline;">responsible innovation</span></p></h1> <p class="glue-mod-spacer-5-top glue-mod-spacer-5-bottom glue-headline glue-headline--headline-5 description grey-700">We know the value that data has to your business, which is why we aim to help you gain insights from it in the most effective and responsible ways.</p> </div> </div> <div class="glue-mod-spacer-5-top"> <div class="responsible-innovation-privacy-section"> <div class="glue-grid"> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-md"></div> <div class="glue-grid__col glue-grid__col--span-8 glue-grid__col--span-12-md"> <h2 class="glue-headline glue-headline--headline-2 glue-mod-text-center font-weight-medium has-blue-text-child-span"><p><span style="text-decoration: underline;">Your privacy is protected</span> by responsible data practices.</p></h2> </div> </div> <p class="glue-body glue-mod-text-center glue-mod-spacer-4-top grey-700">Data plays an important role in making the products and services you use every day more helpful. We are committed to treating that data responsibly and protecting your privacy with strict protocols and innovative privacy technologies.</p> <div class="glue-mod-spacer-5-bottom"> <div class="glue-grid glue-mod-spacer-5-top two-text-col"> <div class="glue-grid__col glue-grid__col--span-1"></div> <div class="column glue-grid__col glue-grid__col--span-5"> <div class="text-col-widget"> <h2 class="title glue-headline glue-headline--headline-3">Privacy Reviews</h2> <p class="description glue-mod-spacer-3-top">Strict privacy protocols are followed throughout every product's development. Privacy is core to how we build our products, with rigorous privacy standards guiding every stage of product development. Each product and feature adheres to these privacy standards, which are implemented through comprehensive privacy reviews.</p> <div class="ctas"><a class="glue-button glue-button-low-emphasis cta-link" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://policies.google.com/privacy%23intro" target="_blank" rel="noopener noreferrer"> <span> Learn more </span> <svg class="glue-icon cta-icon" role="img" alt="Link to privacy reviews"><use xlink:href="/static/assets/img/glue-icons.svg#open-in-new"> </use> </svg></a> </div> </div> </div> <div class="column glue-grid__col glue-grid__col--span-5"> <div class="text-col-widget"> <h2 class="title glue-headline glue-headline--headline-3">AI Ethics & Principles</h2> <p class="description glue-mod-spacer-3-top">AI has significant potential to help solve challenging problems, including by advancing medicine, understanding language, and fueling scientific discovery. To realize that potential, it's critical that AI is used and developed responsibly. To that end, we've established principles that guide Google AI applications, best practices to share our work with communities outside of Google, and programs to operationalize our efforts.</p> <div class="ctas"><a class="glue-button glue-button-low-emphasis cta-link" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://ai.google/responsibilities/" target="_blank" rel="noopener noreferrer"> <span> Learn more </span> <svg class="glue-icon cta-icon" role="img" alt="Link to learn more about AI Ethics and Principles"><use xlink:href="/static/assets/img/glue-icons.svg#open-in-new"> </use> </svg></a> </div> </div> </div> </div> </div> </div> </div> <div class="glue-mod-spacer-5-top"> <div class="responsible-innovation-safety-section glue-mod-spacer-5-top"> <div class="glue-grid"> <div class="title"> <h2 class="glue-headline glue-headline--headline-1 font-weight-medium has-blue-text-child-span"><p>Helping make the <span style="text-decoration: underline;">online world</span> safer.</p></h2> </div> <div class="image glue-mod-text-center"><img alt="Google chrome browser tabs with graphs" class="image-img" src="https://lh3.googleusercontent.com/8OKWmAQRiHMn0nK0S0oCDYjlT4t-IadqchNxEERUr0nISxOtDn65TAv5jrxAEfnBHRwibp7gY3yabV6fqsWHcyQpKqnBAGP_EBxShg"> <p class="image-caption glue-small-text grey-700 glue-mod-spacer-2-top glue-mod-text-left">Google's COVID-19 Community Mobility Reports use world-class anonymization technology, including differential privacy, to keep user data private, safe, and secure.</p> </div> <div class="description"> <p class="glue-mod-spacer-5-top glue-headline glue-headline--headline-5 grey-700">Making technology for everyone means protecting everyone who uses it. We’re committed to building and sharing privacy and security technologies that protect our users and push the industry forward</p> </div> </div> </div> </div> <div class="glue-mod-spacer-6-top glue-mod-spacer-7-bottom responsible-innovation-section"> <div class="glue-grid"> <h2 class="glue-grid__col glue-grid__col--span-12 glue-mod-text-center glue-headline glue-headline--headline-2 font-weight-medium">Differential Privacy</h2> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm"> </div> <div class="glue-grid__col glue-grid__col--span-10 video-container glue-mod-spacer-5-top glue-mod-spacer-5-bottom"> <div class="yt-video" data-glue-yt-video-vid="FfAdemDkLsc"> </div> </div> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm"> </div> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm glue-grid__col--span-0-md"> </div> <h2 class="glue-grid__col glue-grid__col--span-5 glue-grid__col--span-6-md glue-headline glue-headline--headline-3 glue-mod-spacer-3-bottom">Helping organizations anonymize data with differential privacy</h2> <p class="glue-grid__col glue-grid__col--span-5 glue-grid__col--span-6-md glue-body grey-700">Differential privacy is an advanced anonymization technology that allows us to gain insights from data without compromising the anonymity of our users. We spent over a decade building the largest library of differential privacy algorithms in the world and we open-sourced the library to help organizations easily apply the same privacy protections to their data</p> <h2 class="cards-title glue-grid__col glue-grid__col--span-12 glue-headline glue-headline--headline-3 glue-mod-spacer-5-top glue-mod-spacer-3-bottom">Resources for Developers</h2> <div class="glue-grid__col glue-grid__col--span-12"> <ul class="card-items"> <li class="card-item"><a class="glue-card" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://github.com/google/differential-privacy" target="_blank" rel="noopener noreferrer"> <div class="glue-card__inner"> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-5">Github Library</p> <p class="glue-body">Github Library</p> </div> <div class="glue-card__cta glue-card__cta--arrow"><span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward" role="presentation"><use xlink:href="/static/assets/img/glue-icons.svg#arrow-forward"></use> </svg></span> </div> </div></a></li> <li class="card-item"><a class="glue-card" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://github.com/tensorflow/privacy" target="_blank" rel="noopener noreferrer"> <div class="glue-card__inner"> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-5">Tensor Flow for Privacy Library</p> <p class="glue-body">Tensor Flow for Privacy Library</p> </div> <div class="glue-card__cta glue-card__cta--arrow"><span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward" role="presentation"><use xlink:href="/static/assets/img/glue-icons.svg#arrow-forward"></use> </svg></span> </div> </div></a></li> </ul> </div> </div> </div> <div class="glue-mod-spacer-6-top glue-mod-spacer-7-bottom responsible-innovation-section"> <div class="glue-grid"> <h2 class="glue-grid__col glue-grid__col--span-12 glue-mod-text-center glue-headline glue-headline--headline-2 font-weight-medium">Federated Learning</h2> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm"> </div> <div class="glue-grid__col glue-grid__col--span-10 video-container glue-mod-spacer-5-top glue-mod-spacer-5-bottom"> <div class="yt-video" data-glue-yt-video-vid="gbRJPa9d-VU"> </div> </div> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm"> </div> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm glue-grid__col--span-0-md"> </div> <h2 class="glue-grid__col glue-grid__col--span-5 glue-grid__col--span-6-md glue-headline glue-headline--headline-3 glue-mod-spacer-3-bottom">Building helpful products and protecting user privacy go hand in hand</h2> <p class="glue-grid__col glue-grid__col--span-5 glue-grid__col--span-6-md glue-body grey-700">Federated learning is a data minimization technology pioneered at Google that trains the machine learning models powering many of our helpful features, like word predictions, right on your device. This new approach helps preserve your privacy by delivering helpful experiences across our products while keeping your personal information on your devices.</p> <h2 class="cards-title glue-grid__col glue-grid__col--span-12 glue-headline glue-headline--headline-3 glue-mod-spacer-5-top glue-mod-spacer-3-bottom">Resources for developers</h2> <div class="glue-grid__col glue-grid__col--span-12"> <ul class="card-items"> <li class="card-item"><a class="glue-card" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://github.com/tensorflow/federated" target="_blank" rel="noopener noreferrer"> <div class="glue-card__inner"> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-5">Federated Library on GitHub</p> <p class="glue-body">Federated Library on GitHub</p> </div> <div class="glue-card__cta glue-card__cta--arrow"><span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward" role="presentation"><use xlink:href="/static/assets/img/glue-icons.svg#arrow-forward"></use> </svg></span> </div> </div></a></li> <li class="card-item"><a class="glue-card" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://www.tensorflow.org/federated" target="_blank" rel="noopener noreferrer"> <div class="glue-card__inner"> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-5">TensorFlow Federated site</p> <p class="glue-body">TensorFlow Federated site</p> </div> <div class="glue-card__cta glue-card__cta--arrow"><span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward" role="presentation"><use xlink:href="/static/assets/img/glue-icons.svg#arrow-forward"></use> </svg></span> </div> </div></a></li> <li class="card-item"><a class="glue-card" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://g.co/federated" target="_blank" rel="noopener noreferrer"> <div class="glue-card__inner"> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-5">Explainer comic book</p> <p class="glue-body">Explainer comic book</p> </div> <div class="glue-card__cta glue-card__cta--arrow"><span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward" role="presentation"><use xlink:href="/static/assets/img/glue-icons.svg#arrow-forward"></use> </svg></span> </div> </div></a></li> </ul> </div> </div> </div> <div class="glue-mod-spacer-6-top glue-mod-spacer-7-bottom responsible-innovation-section"> <div class="glue-grid"> <h2 class="glue-grid__col glue-grid__col--span-12 glue-mod-text-center glue-headline glue-headline--headline-2 font-weight-medium">Private Join and Compute</h2> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm"> </div> <div class="glue-grid__col glue-grid__col--span-10 video-container glue-mod-spacer-5-top glue-mod-spacer-5-bottom"> <div class="yt-video" data-glue-yt-video-vid="mPMLY6UzvsI"> </div> </div> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm"> </div> <div class="glue-grid__col glue-grid__col--span-1 glue-grid__col--span-0-sm glue-grid__col--span-0-md"> </div> <h2 class="glue-grid__col glue-grid__col--span-5 glue-grid__col--span-6-md glue-headline glue-headline--headline-3 glue-mod-spacer-3-bottom">Help organizations do more without collecting more data</h2> <p class="glue-grid__col glue-grid__col--span-5 glue-grid__col--span-6-md glue-body grey-700">Private Join and Compute keeps individuals safe while allowing organizations to accurately compute and draw useful insights from aggregate statistics. By sharing the technology more widely, we hope this expands the use cases for secure computing. We'll continue to invest in new research to advance innovations that preserve individual privacy while enabling valuable insights from data.</p> <h2 class="cards-title glue-grid__col glue-grid__col--span-12 glue-headline glue-headline--headline-3 glue-mod-spacer-5-top glue-mod-spacer-3-bottom">Resources for developers</h2> <div class="glue-grid__col glue-grid__col--span-12"> <ul class="card-items"> <li class="card-item"><a class="glue-card" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://github.com/google/private-join-and-compute" target="_blank" rel="noopener noreferrer"> <div class="glue-card__inner"> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-5">Github Library</p> <p class="glue-body">Private Join and Compute</p> </div> <div class="glue-card__cta glue-card__cta--arrow"><span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward" role="presentation"><use xlink:href="/static/assets/img/glue-icons.svg#arrow-forward"></use> </svg></span> </div> </div></a></li> <li class="card-item"><a class="glue-card" href="https://translate.google.com/website?sl=pl&tl=cs&hl=en-GB&u=https://storage.googleapis.com/gweb-uniblog-publish-prod/documents/private_join_and_compute.pdf" target="_blank" rel="noopener noreferrer"> <div class="glue-card__inner"> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-5">Explainer infographic</p> <p class="glue-body">PDF</p> </div> <div class="glue-card__cta glue-card__cta--arrow"><span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward" role="presentation"><use xlink:href="/static/assets/img/glue-icons.svg#arrow-forward"></use> </svg></span> </div> </div></a></li> </ul> </div> </div> </div> </main> <aside> <div class="blue-box-endcap"> <div class="glue-page"> <div class="glue-grid"> <div class="glue-grid__col 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