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data-evd="node.ps_basic_page.default" data-block-plugin-id="ps_resource_links_list"> <div data-ajax="on" class="exposed-filters-0 content-list content-list-standard"> <h2 class="content-list-title">Featured Publications</h2> <div class="content-list-data"> <div class="content-list-items" role="list"> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://www.pnas.org/doi/10.1073/pnas.2318127122" class="resource-link">Short-term exposure to filter-bubble recommendation systems has limited polarization effects: Naturalistic experiments on YouTube</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p>Authors: Andy Guess, Brandon Stewart and colleagues</p><p><em>March 2025</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://arxiv.org/abs/2503.06378" class="resource-link">General Scales Unlock AI Evaluation with Explanatory and Predictive Power</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Peter Henderson, et al <em>(See article for full list of authors)</em></p><p><em>March 2025</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://arxiv.org/abs/2503.06808" class="resource-link">Privacy Auditing of Large Language Models</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Ashwinee Panda, Xinyu Tang, Milad Nasr, Christopher A. Choquette-Choo, and Prateek Mittal<br><br><em>March 2025</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://arxiv.org/abs/2503.02150" class="resource-link">Trust and Friction: Negotiating How Information Flows Through Decentralized Social Media</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Sohyeon Hwang, Priyanka Nanayakkara, Yan Shvartzshnaider <em>(former CITP fellow)</em><br><br><em>March 2025</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://arxiv.org/pdf/2502.11361" class="resource-link">VLDBench: Vision Language Models Disinformation Detection Benchmark</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors: </strong>Arvind Narayanan, et al <em>(See article for full list of authors)</em><br><br><em>February 2025</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://arxiv.org/abs/2502.11273" class="resource-link">FairFare: A Tool for Crowdsourcing Rideshare Data to Empower Labor Organizers</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Dana Calacci, Varun Nagaraj Rao, Samantha Dalal, Catherine Di, Kok-Wei Pua, Andrew Schwartz, Danny Spitzberg, and Andrés Monroy-Hernández.</p><p><em>February 2025</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://arxiv.org/pdf/2412.07066" class="resource-link">The Mirage of Artificial Intelligence Terms of Use Restrictions</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Peter Henderson and Mark A. Lemley</p><p><em>December 2024</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://arxiv.org/pdf/2412.07097" class="resource-link">On Evaluating the Durability of Safeguards for Open-Weight LLMs</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Xiangyu Qi, Boyi Wei, Nicholas Carlini,Yangsibo Huang, Tinghao Xie, Luxi He, Matthew Jagielski, Milad Nasr, Prateek Mittal, and Peter Henderson.</p><p><em>December 2024</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://www.science.org/doi/10.1126/sciadv.adk3452" class="resource-link">Consensus-based Recommendations for Machine-learning-based Science</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Princeton University Authors: </strong>Sayash Kapoor, Emily Cantrell, Thanh Hien (Hien) Pham, Matthew Salganik, Brandon M. Stewart, Arvind Narayanan, et al (<em>See article for full list of authors)</em><br><br><em>May 2024</em></p></div> </div> </div> <div class="content-list-item no-feature" role="listitem"> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="https://dl.acm.org/doi/10.1145/3626245" class="resource-link">Building Dreams Beyond Labor: Worker Autonomy in the Age of AI</a></span> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Author: </strong>Dana Calacci<br><br><em>November 2023</em></p></div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="constrained-bkg-constrained-content layout layout--onecol"> <div class="layout-container"> <div class="layout__region layout__region--content"> <div data-block-plugin-id="ps_node_view" class="with-block-description block block-ps-core block-ps-node-view"> </div> <div class="select2-form float-block-title block-content-list with-block-description block block-ps-resource-links block-ps-resource-links-list" data-component-uuid="e453247b-a02e-448b-8cf2-2002f3e29e44" data-et="node" data-ei="2901" data-evd="node.ps_basic_page.default" data-block-plugin-id="ps_resource_links_list"> <div data-ajax="on" class="exposed-filters-0 content-list content-list-standard"> <h2 class="content-list-title">Reports</h2> <div class="content-list-data"> <div class="content-list-items" role="list"> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1626"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-10/nist-logo.png?itok=TiMx2xVy" width="300" height="300" alt="NIST Logo" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1626" class="resource-link">Request for Comments on the U.S. Artificial Intelligence Safety Institute’s Draft Document: Managing Misuse Risk for Dual Use Foundation Models</a></span> <div class="preview-and-download"><a href="/document/1626" class="preview">Preview<span class="visually-hidden"> Request for Comments on the U.S. Artificial Intelligence Safety Institute’s Draft Document: Managing Misuse Risk for Dual Use Foundation Models</span></a><a href="/document/1626" download class="download">Download<span class="visually-hidden"> Request for Comments on the U.S. Artificial Intelligence Safety Institute’s Draft Document: Managing Misuse Risk for Dual Use Foundation Models</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Sayash Kapoor, Mihir Kshirsagar, Arvind Narayanan, Benedikt Ströbl</p><p><em>September 2024</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1631"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-09/citp_button.png?itok=B4wK4yK6" width="136" height="136" alt="CITP button logo as placeholder for Cooper's photo" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1631" class="resource-link">Call for Transparency in Rideshare Platform Operations</a></span> <div class="preview-and-download"><a href="/document/1631" class="preview">Preview<span class="visually-hidden"> Call for Transparency in Rideshare Platform Operations</span></a><a href="/document/1631" download class="download">Download<span class="visually-hidden"> Call for Transparency in Rideshare Platform Operations</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Varun Nagaraj Rao, Samantha Dalal, Dana Calacci, Andrés Monroy-Hernández</p><p><em>June 2024</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1636"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-10/ninth-circuit.jpeg?itok=4QuHe7Qj" width="225" height="225" alt="United States Courts Ninth Judicial Circuit Logo" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1636" class="resource-link">Amicus Brief of the Princeton University Center for Information Technology Policy Tech Policy Clinic</a></span> <div class="preview-and-download"><a href="/document/1636" class="preview">Preview<span class="visually-hidden"> Amicus Brief of the Princeton University Center for Information Technology Policy Tech Policy Clinic</span></a><a href="/document/1636" download class="download">Download<span class="visually-hidden"> Amicus Brief of the Princeton University Center for Information Technology Policy Tech Policy Clinic</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Nia Brazzell and Mihir Kshirsagar</p><p><em>December 2023</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1641"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-09/citp_button.png?itok=B4wK4yK6" width="136" height="136" alt="CITP button logo as placeholder for Cooper's photo" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1641" class="resource-link">Securing the Public Key Infrastructure Workshop Report</a></span> <div class="preview-and-download"><a href="/document/1641" class="preview">Preview<span class="visually-hidden"> Securing the Public Key Infrastructure Workshop Report</span></a><a href="/document/1641" download class="download">Download<span 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class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1646" class="resource-link">Comments on Technological Modernization REG 2013-01</a></span> <div class="preview-and-download"><a href="/document/1646" class="preview">Preview<span class="visually-hidden"> Comments on Technological Modernization REG 2013-01</span></a><a href="/document/1646" download class="download">Download<span class="visually-hidden"> Comments on Technological Modernization REG 2013-01</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Nia Brazzell, Mihir Kshirsagar</p><p><em>January 2023</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1651"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-10/Federal%20Trade%20Commission%20Seal.jpg?itok=HDAEJvzJ" width="219" height="219" alt="Federal Trade Commission Seal" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1651" class="resource-link">Commercial Surveillance ANPR R111004</a></span> <div class="preview-and-download"><a href="/document/1651" class="preview">Preview<span class="visually-hidden"> Commercial Surveillance ANPR R111004</span></a><a href="/document/1651" download class="download">Download<span class="visually-hidden"> Commercial Surveillance ANPR R111004</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Nia Brazzell, Jordan Brensinger, Shaanon Cohney, Sayash Kapoor, Mihir Kshirsagar, Katrina Ligett, Jonathan Mayer, Arvind Narayanan</p><p><em>November 2022</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1656"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-10/Federal%20Trade%20Commission%20Seal.jpg?itok=HDAEJvzJ" width="219" height="219" alt="Federal Trade Commission Seal" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1656" class="resource-link">In the Matter of Secure Internet Routing, P.S. Docket No. 22-90</a></span> <div class="preview-and-download"><a href="/document/1656" class="preview">Preview<span class="visually-hidden"> In the Matter of Secure Internet Routing, P.S. Docket No. 22-90</span></a><a href="/document/1656" download class="download">Download<span class="visually-hidden"> In the Matter of Secure Internet Routing, P.S. Docket No. 22-90</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Henry Birge-Lee, Nick Feamster, Mihir Kshirsagar, Prateek Mittal, Jennifer Rexford</p><p><em>April 2022</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1661"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-10/Seal_of_the_President_of_the_United_States.png?itok=WfB8h5np" width="750" height="750" alt="Seal of the President of the United States" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1661" class="resource-link">Response to Request for Information to the Update of the National Artificial Intelligence Research and Development Strategic Plan</a></span> <div class="preview-and-download"><a href="/document/1661" class="preview">Preview<span class="visually-hidden"> Response to Request for Information to the Update of the National Artificial Intelligence Research and Development Strategic Plan</span></a><a href="/document/1661" download class="download">Download<span class="visually-hidden"> Response to Request for Information to the Update of the National Artificial Intelligence Research and Development Strategic Plan</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Sayash Kapoor, Mihir Kshirsagar, Solon Barocas, Arvind Narayanan</p><p><em>March 2022</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" 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National AI Research Resource</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Sayash Kapoor, Mihir Kshirsagar, Arvind Narayanan</p><p><em>September 2021</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1721"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-10/Federal%20Trade%20Commission%20Seal.jpg?itok=HDAEJvzJ" width="219" height="219" alt="Federal Trade Commission Seal" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1721" class="resource-link">Comments on Endorsement Guides, P204500</a></span> <div class="preview-and-download"><a href="/document/1721" class="preview">Preview<span class="visually-hidden"> Comments on Endorsement Guides, P204500</span></a><a href="/document/1721" download class="download">Download<span class="visually-hidden"> Comments on Endorsement Guides, P204500</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Marshini Chetty, Mihir Kshirsagar, Arunesh Mathur, Jonathan Mayer, Arvind Narayanan</p><p><em>June 2020</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1726"><img loading="lazy" 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field__item"><p><strong>Authors:</strong> Marshini Chetty, Shaanan Cohney, Mihir Kshirsagar, Arunesh Mathur, Jonathan Mayer, Arvind Narayanan, Ross Teixeira, Ari Ezra Waldman</p><p><em>February 2020</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1731"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-10/Federal%20Trade%20Commission%20Seal.jpg?itok=HDAEJvzJ" width="219" height="219" alt="Federal Trade Commission Seal" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1731" class="resource-link">Comments on COPPA Rule Review, 16 CFR part 312, Project No. P195404</a></span> <div class="preview-and-download"><a href="/document/1731" class="preview">Preview<span class="visually-hidden"> Comments on COPPA Rule Review, 16 CFR part 312, Project No. P195404</span></a><a href="/document/1731" download class="download">Download<span class="visually-hidden"> Comments on COPPA Rule Review, 16 CFR part 312, Project No. P195404</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Marshini Chetty, Edward W. Felten, Mihir Kshirsagar, Arunesh Mathur, Jonathan Mayer, Arvind Narayanan, Victor Ongkowijaya, Matthew J. Salganik, Madelyn Sanfilippo, Ari Ezra Waldman</p><p><em>December 2019</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1736"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-09/citp_button.png?itok=B4wK4yK6" width="136" height="136" alt="CITP button logo as placeholder for Cooper's photo" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1736" class="resource-link">Report on Enhancing the Security of Data Breach Notifications and Settlement Notices</a></span> <div class="preview-and-download"><a href="/document/1736" class="preview">Preview<span class="visually-hidden"> Report on Enhancing the Security of Data Breach Notifications and Settlement Notices</span></a><a href="/document/1736" download class="download">Download<span class="visually-hidden"> Report on Enhancing the Security of Data Breach Notifications and Settlement Notices</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors:</strong> Ryan B. 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Felten, Arvind Narayanan</p><p><em>November 2019</em></p></div> </div> </div> <div class="content-list-item feature-is-1x1" role="listitem"> <div aria-hidden="true" class="circle-crop field--type-entity-reference-media field field--name-field-ps-featured-image field--type-entity-reference field--label-hidden field__item"> <a href="/document/1741"><img loading="lazy" src="/sites/g/files/toruqf6781/files/styles/1x1_750w_750h/public/2024-10/Federal%20Trade%20Commission%20Seal.jpg?itok=HDAEJvzJ" width="219" height="219" alt="Federal Trade Commission Seal" class="image-style-_x1-750w-750h" /> </a> </div> <div class="content-list-item-details"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/document/1741" class="resource-link">Comments on Safeguards Rule, 16 CFR part 314, Project No. P145407</a></span> <div class="preview-and-download"><a href="/document/1741" class="preview">Preview<span class="visually-hidden"> Comments on Safeguards Rule, 16 CFR part 314, Project No. P145407</span></a><a href="/document/1741" download class="download">Download<span class="visually-hidden"> Comments on Safeguards Rule, 16 CFR part 314, Project No. P145407</span></a></div> <div class="clearfix text-formatted field field--name-field-ps-body field--type-text-long field--label-hidden field__item"><p><strong>Authors</strong>: Ryan B. 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