University of Cambridge > Talks.cam > Computer Laboratory Security Seminar > Red teaming privacy-preserving systems using AI

  Browse A-Z

Log in

University Account External (via Google)

🔐 Log In

Information on

Subscribing to talksdetails Finding a talkdetails Adding a talkdetails Disseminating talksdetails Help and Documentationdetails

ℹ️ Information

Red teaming privacy-preserving systems using AI

Download to your calendar using vCal

If you have a question about this talk, please contact Hridoy Sankar Dutta .

Companies and governments are increasingly relying on privacy-preserving techniques to collect and process sensitive data. In this talk, I will discuss our efforts to red team deployed systems and argue that red teaming is essential to protect privacy in practice. I will first shortly describing how traditional de-identification techniques mostly fail in the age of big data. I will then show how implementation choices and trade-offs have enabled attacks against real-world systems, from query-based systems to differential privacy mechanisms and synthetic data. I will then conclude by describing recent successes in using AI to automatically discover vulnerabilities.

This talk is part of the Computer Laboratory Security Seminar series.

This talk is included in these lists:

Note that ex-directory lists are not shown.

Other lists

MR3, CMS, Wilberforce Road, Cambridge, CB3 0WB Sackler Lecture theatre, CIMR, Addenbrookes ONLINE and FW11 Seminar Room (William Gates Building)

Other talks

Tea and Coffee Break Cooperation in Nature Title to be confirmed Theophilus Richmond’s The First Crossing: The Transition from Slavery to Indentureship in the Caribbean and the Case of the Black Slave on the Hesperus Title TBC Content, Caching and Kubernetes: Performance and User Experience in the Browser
 

© 2006-2025 Talks.cam, University of Cambridge. Contact Us | Help and Documentation | Privacy and Publicity