EP68 How We Attack AI? Learn More at Our RSA Panel!
Cloud Security Podcast by Google
English - June 06, 2022 12:55 - 28 minutes - 38.7 MB - ★★★★★ - 33 ratingsTechnology cloudsecurity cloud cybersecurity security Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Previous Episode: EP67 Cyber Defense Matrix and Does Cloud Security Have to DIE to Win?
Next Episode: EP69 Cloud Threats and How to Observe Them
Guest:
Nicholas Carlini, Research Scientist @ GoogleTopics:
What is your threat model for a large-scale AI system? How do you approach this problem? How do you rank the attacks? How do you judge if an attack is something to mitigate? How do you separate realistic from theoretical? Are there AI threats that were theoretical in 2020, but may become a daily occurrence in 2025? What are the threat-derived lessons for securing AI? Do we practice the same or different approaches for secure AI and reliable AI? How does relative lack of transparency in AI helps (or hurts?) attackers and defenders?Resources:
“Red Teaming AI Systems: The Path, the Prospect and the Perils” at RSA 2022 “Killed by AI Much? A Rise of Non-deterministic Security!” Books on Adversarial ML