From CRUD to Autonomous Agents: Formal Validation and Zero-Trust Security for Semantic Gateways in AI-Native Enterprise Systems
Authors: Ignacio Peyrano | Published: 2026-04-28
MARD: A Multi-Agent Framework for Robust Android Malware Detection
Authors: Xueying Zeng, Youquan Xian, Sihao Liu, Xudong Mou, Yanze Li, Lei Cui, Bo Li | Published: 2026-04-28
R-CoT: A Reasoning-Layer Watermark via Redundant Chain-of-Thought in Large Language Models
Authors: Ziming Zhang, Li Li, Guorui Feng, Hanzhou Wu, Xinpeng Zhang | Published: 2026-04-28
Making AI-Assisted Grant Evaluation Auditable without Exposing the Model
Authors: Kemal Bicakci | Published: 2026-04-28
AgentWard: A Lifecycle Security Architecture for Autonomous AI Agents
Authors: Yixiang Zhang, Xinhao Deng, Jiaqing Wu, Yue Xiao, Ke Xu, Qi Li | Published: 2026-04-27
Layerwise Convergence Fingerprints for Runtime Misbehavior Detection in Large Language Models
Authors: Nay Myat Min, Long H. Pham, Jun Sun | Published: 2026-04-27
GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems
Authors: Pablo Mateo-Torrejón, Alfonso Sánchez-Macián | Published: 2026-04-27
A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations
Authors: Zihan Liu, Yizhen Wang, Rui Wang, Xiu Tang, Sai Wu | Published: 2026-04-27
Defusing the Trigger: Plug-and-Play Defense for Backdoored LLMs via Tail-Risk Intrinsic Geometric Smoothing
Authors: Kaisheng Fan, Weizhe Zhang, Yishu Gao, Tegawendé F. Bissyandé, Xunzhu Tang | Published: 2026-04-27
AgentVisor: Defending LLM Agents Against Prompt Injection via Semantic Virtualization
Authors: Zonghao Ying, Haozheng Wang, Jiangfan Liu, Quanchen Zou, Aishan Liu, Jian Yang, Yaodong Yang, Xianglong Liu | Published: 2026-04-27