Unveiling the Digital Fingerprints: Analysis of Internet attacks based on website fingerprints
Authors: Blerim Rexha, Arbena Musa, Kamer Vishi, Edlira Martiri | Published: 2024-09-01
The Dark Side of Human Feedback: Poisoning Large Language Models via User Inputs
Authors: Bocheng Chen, Hanqing Guo, Guangjing Wang, Yuanda Wang, Qiben Yan | Published: 2024-09-01
Comprehensive Botnet Detection by Mitigating Adversarial Attacks, Navigating the Subtleties of Perturbation Distances and Fortifying Predictions with Conformal Layers
Authors: Rahul Yumlembam, Biju Issac, Seibu Mary Jacob, Longzhi Yang | Published: 2024-09-01
Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models
Authors: Bang An, Sicheng Zhu, Ruiyi Zhang, Michael-Andrei Panaitescu-Liess, Yuancheng Xu, Furong Huang | Published: 2024-09-01
Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs
Authors: Nafis Tanveer Islam, Joseph Khoury, Andrew Seong, Elias Bou-Harb, Peyman Najafirad | Published: 2024-09-01
Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks
Authors: Yu He, Boheng Li, Yao Wang, Mengda Yang, Juan Wang, Hongxin Hu, Xingyu Zhao | Published: 2024-08-31 | Updated: 2024-09-04
AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN)
Authors: Lorenzo Guerra, Linhan Xu, Paolo Bellavista, Thomas Chapuis, Guillaume Duc, Pavlo Mozharovskyi, Van-Tam Nguyen | Published: 2024-08-30 | Updated: 2024-09-05
Different Victims, Same Layout: Email Visual Similarity Detection for Enhanced Email Protection
Authors: Sachin Shukla, Omid Mirzaei | Published: 2024-08-29 | Updated: 2024-09-04
Analyzing Inference Privacy Risks Through Gradients in Machine Learning
Authors: Zhuohang Li, Andrew Lowy, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Bradley Malin, Ye Wang | Published: 2024-08-29
LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet
Authors: Nathaniel Li, Ziwen Han, Ian Steneker, Willow Primack, Riley Goodside, Hugh Zhang, Zifan Wang, Cristina Menghini, Summer Yue | Published: 2024-08-27 | Updated: 2024-09-04