Model-Agnostic Lifelong LLM Safety via Externalized Attack-Defense Co-Evolution
Authors: Xiaozhe Zhang, Chaozhuo Li, Hui Liu, Shaocheng Yan, Bingyu Yan, Qiwei Ye, Haoliang Li | Published: 2026-05-13
Literature Database
Empowering IoT Security: On-Device Intrusion Detection in Resource Constrained Devices
Authors: Vasilis Ieropoulos, Eirini Anthi, Theodoros Spyridopoulos, Pete Burnap, Aftab Khan, Pietro Carnelli | Published: 2026-05-13
Quantifying LLM Safety Degradation Under Repeated Attacks Using Survival Analysis
Authors: Zvi Topol | Published: 2026-05-13
Persona-Model Collapse in Emergent Misalignment
Authors: Davi Bastos Costa, Renato Vicente | Published: 2026-05-13
HE-PIM: Demystifying Homomorphic Operations on a Real-world Processing-in-Memory System
Authors: Harshita Gupta, Mayank Kabra, Jaewoo Park, Priyam Mehta, Phillip Widdowson, Tathagata Barik, Nisa Bostancı, Konstantinos Kanellopoulos, Juan Gómez-Luna, Antonio J. Peña, Mohammad Sadrosadati, Onur Mutlu | Published: 2026-05-13
SoK: Unlearnability and Unlearning for Model Dememorization
Authors: Mengying Zhang, Derui Wang, Ruoxi Sun, Xiaoyu Xia, Shuang Hao, Minhui Xue | Published: 2026-05-12
FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems
Authors: Fanxiao Li, Jiaying Wu, Tingchao Fu, Natasha Jaques, Wei Zhou, Min-Yen Kan | Published: 2026-05-12
CTFusion: A CTF-based Benchmark for LLM Agent Evaluation
Authors: Dongjun Lee, Ga-eun Bae, Insu Yun | Published: 2026-05-12
Can a Single Message Paralyze the AI Infrastructure? The Rise of AbO-DDoS Attacks through Targeted Mobius Injection
Authors: Zi Liang, Ronghua Li, Yanyun Wang, Qingqing Ye, Haibo Hu | Published: 2026-05-12
Threat Modelling using Domain-Adapted Language Models: Empirical Evaluation and Insights
Authors: Saba Pourhanifeh, AbdulAziz AbdulGhaffar, Ashraf Matrawy | Published: 2026-05-11