Labels Are Not Endpoints: Treatment Leakage and Construct Validity in MCP Agent Security Evaluation
Authors: Rana Muhammad Ahmed, Sabahat Abbas | Published: 2026-08-13
Literature Database
SPARED: Reasoning-Based AI-Generated Image Detection via Adversarially Edited Data
Authors: Yicheng Bao, Xiahui Guo, Xuhong Wang, Xin Tan | Published: 2026-08-13
PIPES: Securing Agent Perception with Provenance and Priors
Authors: Sanjay Kariyappa, Severin Klingler, G. Edward Suh | Published: 2026-08-13
Tracing Provenance and Detecting Tampering with Complementary LLM Watermarks
Authors: Xiaoyan Feng, Yanjun Zhang, He Zhang, Leo Yu Zhang, Shirui Pan | Published: 2026-08-13
Privacy-Preserving RAG by Concealing Sensitive Information from External LLMs
Authors: Saleh Almohaimeed, Saad Almohaimeed, Mousa Jari, Fahad Alotaibi, Khalid A. Alobaid | Published: 2026-08-13
Convergent Detour Hijacking: Task-Preserving Resource Amplification in Skill-Based LLM Agents
Authors: Junliang Liu, Ruoyu Li, Wenxin Tang, Jingyu Xiao, Zhenyu Liu, Jingheng Xu, Laizhong Cui | Published: 2026-08-12
Machine Learning-Based Cyber Defense for Cloud Infrastructure: An Adaptive Deep Q-Network Architecture for Intelligent Intrusion Detection and Automated Threat Mitigation
Authors: Md Yassir Mottalib, Md Yousuf, Eklachur Rahman Bhuiyan, S M Ahsan Habib, Sonjoy Kumar Dey, Md. Salahuddin Gazi, Molay Kumar Roy, Asaduzzaman Anik | Published: 2026-08-12
A Comparison of Malware Image Transformations Using Grad-CAM and Hybrid Learning Models
Authors: Vibha Bhavikatti, Mark Stamp | Published: 2026-08-12
ToolHazard: Scaling Adversarial Environments for Security Evaluation and Alignment of LLM-based Agents
Authors: Yutao Mou, Pengfei Yang, Zhe Yin, Zhangchi Xue, Xiaotian Luan, Dingyao Yu, Tong Zhang, Shikun Zhang, Wei Ye | Published: 2026-08-12
How China-Origin Vision-Language Models Move from Refusal to Reframing in State Alignment
Authors: Guang Yang, Fengchen Liu, Alex Wang, Homa Hosseinmardi, Amir Ghasemian | Published: 2026-08-12