Hack the Future: Why Congress and the White House are supporting AI Red Teaming
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Presented at DEFCON 31 by
On May 4th, the White House announced the AI Village at DEF CON's Generative AI Red Team and their participation, followed by announcements from the House and Senate AI Caucus leadership and the National Science Foundation. In this panel, we'll hear from top officials and executives about how they're balancing the explosion of creativity and entrepreneurship from the advent of GenAI with the known & unknown risks of deployment at scale. We'll also hear how this exercise is viewed as a model for enhancing trust & safety through democratizing AI education. Panelists will also discuss why it's meaningful to bring together thousands of people from different communities to conduct the exercise across the available AI models. REFERENCES: We Need Bug Bounties for Bad Algorithms - Amit Elazari - https://www.vice.com/en/article/8xky...bad-algorithms Introducing Twitter’s first algorithmic bias bounty challenge - Rumman Chowdhury & Jutta Williams - https://blog.twitter.com/engineering...unty-challenge Sharing learnings from the first algorithmic bias bounty challenge - Kyra Yee & Irene Font Peradejordi - https://blog.twitter.com/engineering...unty-challenge Bias Buccaneers - Rumman Chowdhury, Jutta Williams, Subho Majumdar, Scott Steinhardt, Ben Colman - https://www.biasbuccaneers.org/ An Algorithmic Framework for Bias Bounties - Ira Globus-Harris, Michael Kearns, Aaron Roth - https://arxiv.org/abs/2201.10408 Machine Learning Security Evasion Competition - Hyrum Anderson, et al. - https://mlsec.io/ https://cujo.com/announcing-the-winn...n-competition/ MITRE ATLAS - Ram Shankar Siva Kumar, et al - https://atlas.mitre.org/ The Spherical Cow of ML Security - Sven Cattell - http://aivillage.org/adversarial%20ml/spherical-cow/ The Case for a Hippocratic Oath for Connected Medical Devices: Viewpoint - Beau Woods, Andrea Coravos, and Joshua David Corman - https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6444210/ Announcing OpenAI’s Bug Bounty Program - https://openai.com/blog/bug-bounty-program Microsoft Malware Classification Challenge - Royi Ronen, Marian Radu, Corina Feuerstein, Elad Yom-Tov, Mansour Ahmadi - https://www.kaggle.com/c/malware-classification https://arxiv.org/abs/1802.10135