{"total":15,"rows":[{"id":"2602.16901","title":"AgentLAB: Benchmarking LLM Agents against Long-Horizon Attacks","created":"2026-02-18","cited_by_count":39,"area":"agents"},{"id":"2601.05293","title":"A Survey of Agentic AI and Cybersecurity: Challenges, Opportunities and Use-case Prototypes","created":"2026-01-08","cited_by_count":22,"area":"agents"},{"id":"2505.21499","title":"AdInject: Real-World Black-Box Attacks on Web Agents via Advertising Delivery","created":"2025-05-27","cited_by_count":10,"area":"agents"},{"id":"2602.03100","title":"Risky-Bench: Probing Agentic Safety Risks under Real-World Deployment","created":"2026-02-03","cited_by_count":8,"area":"agents"},{"id":"2511.16709","title":"AutoBackdoor: Automating Backdoor Attacks via LLM Agents","created":"2025-11-20","cited_by_count":7,"area":"agents"},{"id":"2605.03228","title":"Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory","created":"2026-05-04","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":"2607.01793","title":"Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification","created":"2026-07-02","cited_by_count":7,"area":"agents"},{"id":"2603.24203","title":"Invisible Threats from Model Context Protocol: Generating Stealthy Injection Payload via Tree-based Adaptive Search","created":"2026-03-25","cited_by_count":2,"area":"agents"},{"id":"2608.08160","title":"Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives","created":"2026-08-08","cited_by_count":2,"area":"agents"},{"id":"2606.20717","title":"MIRAGE: Stealthy Visual Prompt Injection for Vulnerability Detection in Web Agents","created":"2026-06-16","cited_by_count":0,"area":"agents"},{"id":"2606.23927","title":"RIFT-Bench: Dynamic Red-teaming For Agentic AI Systems","created":"2026-06-22","cited_by_count":0,"area":"agents"},{"id":"2609.23894","title":"Connecting the Dots in Agentic AI Security: A Cross-Dimensional Threat Taxonomy, Evaluation Maturity, and Open Challenges","created":"2026-09-20","cited_by_count":0,"area":"agents"},{"id":"2609.29697","title":"Understanding and Exploiting Initialization Anchoring Weakness in Feedback-Based Agent Planning","created":"2026-08-31","cited_by_count":0,"area":"agents"},{"id":"2610.09973","title":"From Expected Harmfulness to Likelihood: A Probabilistic Reformulation of Jailbreaking LLM Agents","created":"2026-10-07","cited_by_count":0,"area":"agents"}],"next_cursor":null}