Dr. Jekyll and Mr. Hyde: Two Faces of LLMs

Authors: Matteo Gioele Collu, Tom Janssen-Groesbeek, Stefanos Koffas, Mauro Conti, Stjepan Picek | Published: 2023-12-06 | Updated: 2024-10-07

Feature Analysis of Encrypted Malicious Traffic

Authors: Anish Singh Shekhawat, Fabio Di Troia, Mark Stamp | Published: 2023-12-06

Low-Cost High-Power Membership Inference Attacks

Authors: Sajjad Zarifzadeh, Philippe Liu, Reza Shokri | Published: 2023-12-06 | Updated: 2024-06-12

A Simple Framework to Enhance the Adversarial Robustness of Deep Learning-based Intrusion Detection System

Authors: Xinwei Yuan, Shu Han, Wei Huang, Hongliang Ye, Xianglong Kong, Fan Zhang | Published: 2023-12-06

Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More

Authors: Jan Schuchardt, Yan Scholten, Stephan Günnemann | Published: 2023-12-05 | Updated: 2024-01-15

When PETs misbehave: A Contextual Integrity analysis

Authors: Ero Balsa, Yan Shvartzshnaider | Published: 2023-12-05

Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems

Authors: Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz | Published: 2023-12-05

FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks

Authors: Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen | Published: 2023-12-04

Hot PATE: Private Aggregation of Distributions for Diverse Task

Authors: Edith Cohen, Benjamin Cohen-Wang, Xin Lyu, Jelani Nelson, Tamas Sarlos, Uri Stemmer | Published: 2023-12-04 | Updated: 2024-05-17

Tree of Attacks: Jailbreaking Black-Box LLMs Automatically

Authors: Anay Mehrotra, Manolis Zampetakis, Paul Kassianik, Blaine Nelson, Hyrum Anderson, Yaron Singer, Amin Karbasi | Published: 2023-12-04 | Updated: 2024-10-31