{"total":15,"rows":[{"id":"2512.18733","title":"Explainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection","created":"2025-12-21","cited_by_count":9,"area":"agents"},{"id":"2602.05176","title":"Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems","created":"2026-02-05","cited_by_count":7,"area":"agents"},{"id":"2606.10749","title":"Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation","created":"2026-06-09","cited_by_count":7,"area":"agents"},{"id":"2603.15408","title":"TrinityGuard: A Unified Framework for Safeguarding Multi-Agent Systems","created":"2026-03-16","cited_by_count":5,"area":"agents"},{"id":"2510.19420","title":"Securing Multi-Agent Systems Against Corruptions via Node Contribution Backpropagation","created":"2025-10-22","cited_by_count":4,"area":"agents"},{"id":"2604.24477","title":"GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems","created":"2026-04-27","cited_by_count":2,"area":"agents"},{"id":"2607.06807","title":"When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems","created":"2026-07-07","cited_by_count":1,"area":"agents"},{"id":"2609.00595","title":"SoK: When Safe Agents Fail Together: The Security of Multi Agent LLM Systems","created":"2026-09-01","cited_by_count":1,"area":"agents"},{"id":"2609.15516","title":"Misleading the Planner through Deceptive Resumes: Registration-Time Injection in Centralized Multi-Agent Systems","created":"2026-09-14","cited_by_count":1,"area":"agents"},{"id":"2512.06716","title":"SIEVE: Selective Integrity Verification and Escalation for Defending LLM Agents against Indirect Prompt Injection","created":"2025-12-07","cited_by_count":0,"area":"agents"},{"id":"2607.19351","title":"OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks","created":"2026-05-13","cited_by_count":0,"area":"agents"},{"id":"2608.03272","title":"Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity","created":"2026-08-04","cited_by_count":0,"area":"agents"},{"id":"2608.04565","title":"Breadcrumbing Search Agents","created":"2026-08-05","cited_by_count":0,"area":"agents"},{"id":"2608.21101","title":"ClawSentry: A Progressive Multi-Tier Security Monitor for Safeguarding Autonomous LLM Agents","created":"2026-08-21","cited_by_count":0,"area":"agents"},{"id":"2609.37567","title":"Concealing LLM-Based Multi-Agent Topology via Phantom Structure Injection","created":"2026-09-29","cited_by_count":0,"area":"agents"}],"next_cursor":null}