The Tail Tells All: Estimating Model-Level Membership Inference Vulnerability Without Reference Models
Authors: Euodia Dodd, Nataša Krčo, Igor Shilov, Yves-Alexandre de Montjoye | Published: 2025-10-22
Exploring the Effect of DNN Depth on Adversarial Attacks in Network Intrusion Detection Systems
Authors: Mohamed ElShehaby, Ashraf Matrawy | Published: 2025-10-22
CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage
Authors: Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali, Kimia Azar | Published: 2025-10-22
Can You Trust What You See? Alpha Channel No-Box Attacks on Video Object Detection
Authors: Ariana Yi, Ce Zhou, Liyang Xiao, Qiben Yan | Published: 2025-10-22
Monitoring LLM-based Multi-Agent Systems Against Corruptions via Node Evaluation
Authors: Chengcan Wu, Zhixin Zhang, Mingqian Xu, Zeming Wei, Meng Sun | Published: 2025-10-22
Defending Against Prompt Injection with DataFilter
Authors: Yizhu Wang, Sizhe Chen, Raghad Alkhudair, Basel Alomair, David Wagner | Published: 2025-10-22
OpenGuardrails: An Open-Source Context-Aware AI Guardrails Platform
Authors: Thomas Wang, Haowen Li | Published: 2025-10-22
HarmNet: A Framework for Adaptive Multi-Turn Jailbreak Attacks on Large Language Models
Authors: Sidhant Narula, Javad Rafiei Asl, Mohammad Ghasemigol, Eduardo Blanco, Daniel Takabi | Published: 2025-10-21
Exploring Membership Inference Vulnerabilities in Clinical Large Language Models
Authors: Alexander Nemecek, Zebin Yun, Zahra Rahmani, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday | Published: 2025-10-21
DRsam: Detection of Fault-Based Microarchitectural Side-Channel Attacks in RISC-V Using Statistical Preprocessing and Association Rule Mining
Authors: Muhammad Hassan, Maria Mushtaq, Jaan Raik, Tara Ghasempouri | Published: 2025-10-21