Giorgio Severi
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 |
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| 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. |
latest posts
| Mar 13, 2019 | Visualizing wine data using Choropleths and Linking |
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| Mar 10, 2019 | Installing VizDoom emulator on CentOS |