SAID: Empowering Large Language Models with Self-Activating Internal Defense
Authors: Yulong Chen, Yadong Liu, Jiawen Zhang, Mu Li, Chao Huang, Jie Wen | Published: 2025-10-23
LLMs can hide text in other text of the same length
Authors: Antonio Norelli, Michael Bronstein | Published: 2025-10-22 | Updated: 2025-10-27
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