Cascade: Composing Software-Hardware Attack Gadgets for Adversarial Threat Amplification in Compound AI Systems

Authors: Sarbartha Banerjee, Prateek Sahu, Anjo Vahldiek-Oberwagner, Jose Sanchez Vicarte, Mohit Tiwari | Published: 2026-03-12

Understanding LLM Behavior When Encountering User-Supplied Harmful Content in Harmless Tasks

Authors: Junjie Chu, Yiting Qu, Ye Leng, Michael Backes, Yun Shen, Savvas Zannettou, Yang Zhang | Published: 2026-03-12

Exponential-Family Membership Inference: From LiRA and RMIA to BaVarIA

Authors: Rickard Brännvall | Published: 2026-03-12

Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats

Authors: Xinhao Deng, Yixiang Zhang, Jiaqing Wu, Jiaqi Bai, Sibo Yi, Zhuoheng Zou, Yue Xiao, Rennai Qiu, Jianan Ma, Jialuo Chen, Xiaohu Du, Xiaofang Yang, Shiwen Cui, Changhua Meng, Weiqiang Wang, Jiaxing Song, Ke Xu, Qi Li | Published: 2026-03-12

ソフトウェアシステムにおける脆弱性を検知し修復するAIベースのシステムを開発する"Escape"が …

ニュースソース: www.atpartners.co.jp公開日: 2026-03-11ニュース記事を読む: AIにより推定された記事に関連する負の影響 AIセキュリティマップ では、AIが情報システムに与える影響(情報システム的側面)、人...

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation

Authors: Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang | Published: 2026-03-12

TOSSS: a CVE-based Software Security Benchmark for Large Language Models

Authors: Marc Damie, Murat Bilgehan Ertan, Domenico Essoussi, Angela Makhanu, Gaëtan Peter, Roos Wensveen | Published: 2026-03-11

Incremental Federated Learning for Intrusion Detection in IoT Networks under Evolving Threat Landscape

Authors: Muaan Ur Rehman, Hayretdin Bahs, Rajesh Kalakoti | Published: 2026-03-11

CacheSolidarity: Preventing Prefix Caching Side Channels in Multi-tenant LLM Serving Systems

Authors: Panagiotis Georgios Pennas, Konstantinos Papaioannou, Marco Guarnieri, Thaleia Dimitra Doudali | Published: 2026-03-11

Detecting and Eliminating Neural Network Backdoors Through Active Paths with Application to Intrusion Detection

Authors: Eirik Høyheim, Magnus Wiik Eckhoff, Gudmund Grov, Robert Flood, David Aspinall | Published: 2026-03-11