A Robust Multi-Stage Intrusion Detection System for In-Vehicle Network Security using Hierarchical Federated Learning
Authors: Muzun Althunayyan, Amir Javed, Omer Rana | Published: 2024-08-15
Model Performance Evaluation
Extending Network Intrusion Detection with Enhanced Particle Swarm Optimization Techniques
Authors: Surasit Songma, Watcharakorn Netharn, Siriluck Lorpunmanee | Published: 2024-08-14
Privacy in Federated Learning
Authors: Jaydip Sen, Hetvi Waghela, Sneha Rakshit | Published: 2024-08-12
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
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