Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security
Authors: Devina Jain, David Hartmann, Chuan Li | Published: 2026-07-20
Literature Database
Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?
Authors: Yimeng Chen, Nathanaël Denis, Roberto Di Pietro, Jürgen Schmidhuber | Published: 2026-07-20
Zero Hallucination, by Construction: Hallucination-Aware Layered Oversight for Trustworthy Enterprise AI
Authors: Bogdan Raduta, Horia Velicu, Alexandru Preda, Serban Chiricescu | Published: 2026-07-20
Residual Observability and Attack Detectability in Encrypted OPC UA Traffic
Authors: Song Son Ha, Florian Foerster, Henry Beuster, Eduard Zeller, Dominik Merli, Gerd Scholl | Published: 2026-07-20
Reasoning as a Double-Edged Sword: Architecture and Cross-Stage Robustness in Vision-Language-Action Models
Authors: Tuan Duong Trinh, Naveed Akhtar, Basim Azam | Published: 2026-07-20
Dynamic Defense Profiling Enables Cognitive Jailbreak of Text-to-Image Models
Authors: Dongdong Yang, Deyue Zhang, Zhao Liu, Zonghao Ying, Wenzhuo Xu, Jiankai Jin, Xiangzheng Zhang, Quanchen Zou | Published: 2026-07-20
Detection, Attribution, Narration: An End-to-End Pipeline for Explainable Money Mule Identification
Authors: Yuge Zhang, Yuanxing Zhang, Yichao Jin, Khairul Amsyar Mohd Razis, Nicholas Qi An Choo, Kai Yin Anders Wong, Xinyan Tang, Kenneth Zhu Ke, Wee Keong Dennis Lee, Jingyuan Zhao | Published: 2026-07-20
(A)iSpy: Parasitic Trojans for Machine Learning Infrastructure
Authors: Habibur Rahaman, Qipan Xu, Zafaryab Haider, Prabuddha Chakraborty, Swarup Bhunia, Fnu Suya | Published: 2026-07-20
DecoyFace: Beyond Obfuscation via Controllable and Imperceptible Identity Misdirection for Privacy-Preserving Face Recognition
Authors: Zhihan Ren, Lijun He, Xinyao Wang, Xinzhu Fu, Fan Li | Published: 2026-07-20
Pretraining Data Can Be Poisoned through Computational Propaganda
Authors: Victoria Graf, Hannaneh Hajishirzi, Noah A. Smith, David Kohlbrenner, Kyle Lo | Published: 2026-07-16