Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection
Authors: Chengyu Song, Linru Ma, Jianming Zheng, Jinzhi Liao, Hongyu Kuang, Lin Yang | Published: 2024-08-12
Model Performance Evaluation
MPC-Minimized Secure LLM Inference
Authors: Deevashwer Rathee, Dacheng Li, Ion Stoica, Hao Zhang, Raluca Popa | Published: 2024-08-07
Simple Perturbations Subvert Ethereum Phishing Transactions Detection: An Empirical Analysis
Authors: Ahod Alghureid, David Mohaisen | Published: 2024-08-06
Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning
Authors: Dmitri Iourovitski, Sanat Sharma, Rakshak Talwar | Published: 2024-08-06
From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection
Authors: Syafiq Al Atiiq, Christian Gehrmann, Kevin Dahlén, Karim Khalil | Published: 2024-08-05
PromptSAM+: Malware Detection based on Prompt Segment Anything Model
Authors: Xingyuan Wei, Yichen Liu, Ce Li, Ning Li, Degang Sun, Yan Wang | Published: 2024-08-04
Assessing Robustness of Machine Learning Models using Covariate Perturbations
Authors: Arun Prakash R, Anwesha Bhattacharyya, Joel Vaughan, Vijayan N. Nair | Published: 2024-08-02
Verification of Machine Unlearning is Fragile
Authors: Binchi Zhang, Zihan Chen, Cong Shen, Jundong Li | Published: 2024-08-01
Jailbreaking Text-to-Image Models with LLM-Based Agents
Authors: Yingkai Dong, Zheng Li, Xiangtao Meng, Ning Yu, Shanqing Guo | Published: 2024-08-01 | Updated: 2024-09-09
Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis
Authors: Zhipeng He, Chun Ouyang, Laith Alzubaidi, Alistair Barros, Catarina Moreira | Published: 2024-07-16 | Updated: 2024-10-04