Giorgio Severi

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Boston, MA

I am a computer scientist interested in machine learning security. I received my PhD from Northeastern University, where I worked in the NDS2 lab, advised by professor Alina Oprea.

My research focuses on adversarial machine learning – breaking ML systems – with a particular focus on ML applications to security sensitive environments. I am also interested in most aspects of ML safety.

news

Jun 4, 2024 Our new paper Phantom: General Trigger Attacks on Retrieval Augmented Language Generation is now available on ArXiv
Jan 15, 2024 Our paper Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning was accepeted at ICLR 2024!
Dec 7, 2023 I am presenting our paper Poisoning Network Flow Classifiers at the Annual Computer Security Applications Conference (ACSAC)
Jun 1, 2022 I am returning to Microsoft as an intern in the AI Red Team this summer.
Jun 1, 2021 I will join the Microsoft Azure Trustworthy Machine Learning team as an intern this summer.

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