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Giorgio Severi
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2020 – today
- 2024
- [c9]Harsh Chaudhari, Giorgio Severi, Alina Oprea, Jonathan R. Ullman:
Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning. ICLR 2024 - [c8]Edoardo Debenedetti, Giorgio Severi, Milad Nasr, Christopher A. Choquette-Choo, Matthew Jagielski, Eric Wallace, Nicholas Carlini, Florian Tramèr:
Privacy Side Channels in Machine Learning Systems. USENIX Security Symposium 2024 - [i10]Harsh Chaudhari, Giorgio Severi, John Abascal, Matthew Jagielski, Christopher A. Choquette-Choo, Milad Nasr, Cristina Nita-Rotaru, Alina Oprea:
Phantom: General Trigger Attacks on Retrieval Augmented Language Generation. CoRR abs/2405.20485 (2024) - [i9]Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Alina Oprea:
Model-agnostic clean-label backdoor mitigation in cybersecurity environments. CoRR abs/2407.08159 (2024) - 2023
- [c7]Giorgio Severi
, Simona Boboila
, Alina Oprea
, John T. Holodnak
, Kendra Kratkiewicz
, Jason Matterer
:
Poisoning Network Flow Classifiers. ACSAC 2023: 337-351 - [c6]Sara Di Bartolomeo, Giorgio Severi, Victor Schetinger, Cody Dunne:
Ask and You Shall Receive (a Graph Drawing): Testing ChatGPT's Potential to Apply Graph Layout Algorithms. EuroVis (Short Papers) 2023: 79-83 - [i8]Sara Di Bartolomeo, Giorgio Severi, Victor Schetinger, Cody Dunne:
Ask and You Shall Receive (a Graph Drawing): Testing ChatGPT's Potential to Apply Graph Layout Algorithms. CoRR abs/2303.08819 (2023) - [i7]Giorgio Severi, Simona Boboila, Alina Oprea, John T. Holodnak, Kendra Kratkiewicz, Jason Matterer:
Poisoning Network Flow Classifiers. CoRR abs/2306.01655 (2023) - [i6]Edoardo Debenedetti, Giorgio Severi, Nicholas Carlini, Christopher A. Choquette-Choo, Matthew Jagielski, Milad Nasr, Eric Wallace, Florian Tramèr:
Privacy Side Channels in Machine Learning Systems. CoRR abs/2309.05610 (2023) - [i5]Harsh Chaudhari, Giorgio Severi, Alina Oprea, Jonathan R. Ullman:
Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning. CoRR abs/2310.03838 (2023) - 2022
- [c5]Giorgio Severi, Matthew Jagielski, Gökberk Yar, Yuxuan Wang, Alina Oprea, Cristina Nita-Rotaru:
Network-Level Adversaries in Federated Learning. CNS 2022: 19-27 - [c4]Giorgio Severi, Will Pearce, Alina Oprea:
Bad Citrus: Reducing Adversarial Costs with Model Distances. ICMLA 2022: 307-312 - [i4]Giorgio Severi, Matthew Jagielski, Gökberk Yar, Yuxuan Wang, Alina Oprea, Cristina Nita-Rotaru:
Network-Level Adversaries in Federated Learning. CoRR abs/2208.12911 (2022) - [i3]Giorgio Severi, Will Pearce, Alina Oprea:
Bad Citrus: Reducing Adversarial Costs with Model Distances. CoRR abs/2210.03239 (2022) - 2021
- [c3]Matthew Jagielski, Giorgio Severi, Niklas Pousette Harger, Alina Oprea:
Subpopulation Data Poisoning Attacks. CCS 2021: 3104-3122 - [c2]Giorgio Severi, Jim Meyer, Scott E. Coull, Alina Oprea:
Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers. USENIX Security Symposium 2021: 1487-1504 - 2020
- [i2]Giorgio Severi, Jim Meyer, Scott E. Coull, Alina Oprea:
Exploring Backdoor Poisoning Attacks Against Malware Classifiers. CoRR abs/2003.01031 (2020) - [i1]Matthew Jagielski, Giorgio Severi, Niklas Pousette Harger, Alina Oprea:
Subpopulation Data Poisoning Attacks. CoRR abs/2006.14026 (2020)
2010 – 2019
- 2018
- [c1]Giorgio Severi, Tim Leek, Brendan Dolan-Gavitt
:
Malrec: Compact Full-Trace Malware Recording for Retrospective Deep Analysis. DIMVA 2018: 3-23
Coauthor Index

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