talks & teaching

talks

• USENIX Security ‘21 - Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers. Giorgio Severi, Jim Meyer, Scott Coull. USENIX Security Symposium 2021, August 2021.
• Zen and the Art of Adversarial Machine Learning. Will Pearce, Giorgio Severi. Black Hat Europe 2021, London, UK.
• Exploring Backdoor Poisoning Attacks Against Malware Classifiers. Giorgio Severi, Jim Meyer, Scott Coull. Conference on Applied Machine Learning in Information Security, CAMLIS, 2019, Washington, DC.

teaching assistant

• CY 7790: Special Topics in Security and Privacy: Machine Learning Security and Privacy. Fall 2021