Robust AI for Security

• University of Maryland, College Park, December 8, 2023
• Hong Kong University of Science and Technology, October 19, 2023
• The Chinese University of Hong Kong, October 16, 2023

Continuous Learning for Android Malware Detection

• Cybersecurity CRC and CSIRO's Data61 Seminar Series, September 21, 2023
• Academic Seminar in Privacy and Security at TikTok, San Jose, June 26, 2023
• Privacy and Security in ML Seminars (PriSec-ML), June 14, 2023

Large Language Models for Vulnerability Detection

• WiCSE Berkeley-Stanford event, April 29, 2023

Machine Learning for Android Malware Detection: Robustness against Concept Drift

• Android Security Seminar at Google Mountain View, November 7, 2022

Learning Security Classifiers with Verified Global Robustness Properties

• KU Leuven’s Summer School on Security & Privacy and AI, September 8, 2022
• VMWare, June 28, 2022.
• Machine Learning Security Seminar at the University of Cagliari, June 7, 2022.

Verifiable Machine Learning for Security

• University of Maryland, College Park, April 14, 2022.
• University of Pennsylvania, March 22, 2022.
• University of Michigan, March 8, 2022.
• Georgia Institute of Technology, February 24, 2022.
• University of California, Santa Barbara, February 16, 2022.
• Duke University, February 9, 2022.
• Ohio State University, January 21, 2022.

Robust Classifiers for Security

• USENIX Summit on Hot Topics in Security, August 13, 2019.

Verifiably Robust Machine Learning for Security

• USENIX Security and AI Networking Conference, August 12, 2019.

Efficient Verifiably Robust Training of Neural Networks

• ICSE 2019 Workshop on Testing for Deep Learning and Deep Learning for Testing, May 28, 2019.