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
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection
Authors: Niklas Risse, Marcel Böhme | Published: 2024-08-23
Obfuscated Memory Malware Detection
Authors: Sharmila S P, Aruna Tiwari, Narendra S Chaudhari | Published: 2024-08-23
Is Generative AI the Next Tactical Cyber Weapon For Threat Actors? Unforeseen Implications of AI Generated Cyber Attacks
Authors: Yusuf Usman, Aadesh Upadhyay, Prashnna Gyawali, Robin Chataut | Published: 2024-08-23
LLM-PBE: Assessing Data Privacy in Large Language Models
Authors: Qinbin Li, Junyuan Hong, Chulin Xie, Jeffrey Tan, Rachel Xin, Junyi Hou, Xavier Yin, Zhun Wang, Dan Hendrycks, Zhangyang Wang, Bo Li, Bingsheng He, Dawn Song | Published: 2024-08-23 | Updated: 2024-09-06
Efficient Detection of Toxic Prompts in Large Language Models
Authors: Yi Liu, Junzhe Yu, Huijia Sun, Ling Shi, Gelei Deng, Yuqi Chen, Yang Liu | Published: 2024-08-21 | Updated: 2024-09-14