{"total":78,"rows":[{"id":"2503.16416","title":"Survey on Evaluation of LLM-based Agents","created":"2025-03-20","cited_by_count":204,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2506.14866","title":"OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents","created":"2025-06-17","cited_by_count":111,"area":"agents"},{"id":"2507.06134","title":"OpenAgentSafety: A Comprehensive Framework for Evaluating Real-World AI Agent Safety","created":"2025-07-08","cited_by_count":75,"area":"agents"},{"id":"2509.26354","title":"Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents","created":"2025-09-30","cited_by_count":62,"area":"agents"},{"id":"2505.18878","title":"CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions","created":"2025-05-24","cited_by_count":47,"area":"agents"},{"id":"2505.21936","title":"RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments","created":"2025-05-28","cited_by_count":46,"area":"agents"},{"id":"2507.21206","title":"Agentic Web: Weaving the Next Web with AI Agents","created":"2025-07-28","cited_by_count":45,"area":"agents"},{"id":"2504.14064","title":"DoomArena: A framework for Testing AI Agents Against Evolving Security Threats","created":"2025-04-18","cited_by_count":32,"area":"agents"},{"id":"2602.13379","title":"Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents","created":"2026-02-13","cited_by_count":30,"area":"agents"},{"id":"2510.23883","title":"Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges","created":"2025-10-27","cited_by_count":28,"area":"agents"},{"id":"2511.05269","title":"TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems","created":"2025-11-07","cited_by_count":26,"area":"agents"},{"id":"2505.10924","title":"A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron?","created":"2025-05-16","cited_by_count":23,"area":"agents"},{"id":"2507.14293","title":"WebGuard: Building a Generalizable Guardrail for Web Agents","created":"2025-07-18","cited_by_count":21,"area":"agents"},{"id":"2510.06445","title":"A Survey on Agentic Security: Applications, Threats and Defenses","created":"2025-10-07","cited_by_count":20,"area":"agents"},{"id":"2510.10073","title":"SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents","created":"2025-10-11","cited_by_count":19,"area":"agents"},{"id":"2506.10953","title":"Build the web for agents, not agents for the web","created":"2025-06-12","cited_by_count":18,"area":"agents"},{"id":"2510.03204","title":"FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents","created":"2025-10-03","cited_by_count":16,"area":"agents"},{"id":"2512.04864","title":"Are Your Agents Upward Deceivers?","created":"2025-12-04","cited_by_count":16,"area":"agents"},{"id":"2510.03285","title":"WAREX: Web Agent Reliability Evaluation on Existing Benchmarks","created":"2025-09-28","cited_by_count":15,"area":"agents"},{"id":"2604.10577","title":"The Blind Spot of Agent Safety: How Benign User Instructions Expose Critical Vulnerabilities in Computer-Use Agents","created":"2026-04-12","cited_by_count":12,"area":"agents"},{"id":"2603.08262","title":"FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use","created":"2026-03-09","cited_by_count":10,"area":"agents"},{"id":"2510.01670","title":"Just Do It!? Computer-Use Agents Exhibit Blind Goal-Directedness","created":"2025-10-02","cited_by_count":9,"area":"agents"},{"id":"2602.03255","title":"LPS-Bench: Benchmarking Safety Awareness of Computer-Use Agents in Long-Horizon Planning under Benign and Adversarial Scenarios","created":"2026-02-03","cited_by_count":9,"area":"agents"},{"id":"2604.13954","title":"HINTBench: Horizon-agent Intrinsic Non-attack Trajectory Benchmark","created":"2026-04-15","cited_by_count":9,"area":"agents"},{"id":"2505.04345","title":"Build Agent Advocates, Not Platform Agents","created":"2025-05-07","cited_by_count":8,"area":"agents"},{"id":"2509.25624","title":"STAC: When Innocent Tools Form Dangerous Chains for LLM Agents","created":"2025-09-30","cited_by_count":8,"area":"agents"},{"id":"2511.10949","title":"Exposing Weak Links in Multi-Agent Systems under Adversarial Prompting","created":"2025-11-14","cited_by_count":8,"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":"2602.21230","title":"TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents","created":"2026-02-05","cited_by_count":8,"area":"agents"},{"id":"2605.29801","title":"AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security","created":"2026-05-28","cited_by_count":8,"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":"2509.11250","title":"Environmental Injection Attacks against GUI Agents in Realistic Dynamic Environments","created":"2025-09-14","cited_by_count":6,"area":"agents"},{"id":"2507.04227","title":"Mobile GUI Agents under Real-world Threats: Are We There Yet?","created":"2025-07-06","cited_by_count":5,"area":"agents"},{"id":"2510.06607","title":"Your Harness is Not Secure: Benchmarking Real-world Threat of Command Line Interface Agent","created":"2025-10-08","cited_by_count":5,"area":"agents"},{"id":"2606.30755","title":"Understanding and Evaluating Claw-like Agent Security Through a Computer-Systems Lens","created":"2026-06-29","cited_by_count":5,"area":"agents"},{"id":"2607.04235","title":"Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations","created":"2026-07-05","cited_by_count":5,"area":"agents"},{"id":"2603.23638","title":"Can LLM Agents Be CFOs? Benchmarking Long-Horizon Resource Allocation in an Uncertain Enterprise Environment","created":"2026-03-24","cited_by_count":4,"area":"agents"},{"id":"2605.25707","title":"AgentHijack: Benchmarking Computer Use Agent Robustness to Common Environment Corruptions","created":"2026-05-25","cited_by_count":4,"area":"agents"},{"id":"2606.23049","title":"PhoneBuddy: Training Open Models for Agentic Phone Use","created":"2026-06-22","cited_by_count":4,"area":"agents"},{"id":"2607.20982","title":"GuardianAgentBench: Where Agents Fail and How to Guard Them","created":"2026-07-23","cited_by_count":4,"area":"agents"},{"id":"2510.17862","title":"When \"Correct\" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?","created":"2025-10-15","cited_by_count":3,"area":"agents"},{"id":"2601.20617","title":"Agent Benchmarks Fail Public Sector Requirements","created":"2026-01-28","cited_by_count":3,"area":"agents"},{"id":"2606.13686","title":"Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces","created":"2026-04-26","cited_by_count":3,"area":"agents"},{"id":"2607.27294","title":"AgentS4D: Benchmarking Runtime Risks across the Execution Lifecycle of LLM-Based Workspace Agents","created":"2026-07-29","cited_by_count":3,"area":"agents"},{"id":"2608.06477","title":"StepJack: Benchmarking Computer-Use Agent Safety Against Multi-Step Indirect Prompt Injection","created":"2026-08-06","cited_by_count":3,"area":"agents"},{"id":"2505.14215","title":"Safety Degradation in AI Agents","created":"2025-05-20","cited_by_count":2,"area":"agents"},{"id":"2510.03485","title":"Learning Efficient Guardrails for Compliance","created":"2025-10-03","cited_by_count":2,"area":"agents"},{"id":"2601.08406","title":"WebTrap Park: An Automated Platform for Systematic Security Evaluation of Web Agents","created":"2026-01-13","cited_by_count":2,"area":"agents"},{"id":"2603.18245","title":"Who Tests the Testers? Systematic Enumeration and Coverage Audit of LLM Agent Tool Call Safety","created":"2026-03-18","cited_by_count":2,"area":"agents"},{"id":"2608.22751","title":"Risk-Aware Reranking for Agentic Tool Retrieval","created":"2026-08-24","cited_by_count":2,"area":"agents"},{"id":"2603.20925","title":"Profit is the Red Team: Stress-Testing Agents in Strategic Economic Interactions","created":"2026-03-21","cited_by_count":1,"area":"agents"},{"id":"2604.06367","title":"WebSP-Eval: Evaluating Web Agents on Website Security and Privacy Tasks","created":"2026-04-07","cited_by_count":1,"area":"agents"},{"id":"2606.02380","title":"SPADE-Bench: Evaluating Spontaneous Strategic Deception in Agents via Plan-Action Divergence","created":"2026-06-01","cited_by_count":1,"area":"agents"},{"id":"2606.02644","title":"A New Framework for Cybersecurity Refusals in AI Agents","created":"2026-05-31","cited_by_count":1,"area":"agents"},{"id":"2607.12406","title":"Isolation as a First-Class Principle for LLM-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions","created":"2026-07-14","cited_by_count":1,"area":"agents"},{"id":"2608.09278","title":"Software Engineering for and with GUI Agent","created":"2026-08-10","cited_by_count":1,"area":"agents"},{"id":"2510.27140","title":"Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels","created":"2025-10-31","cited_by_count":0,"area":"agents"},{"id":"2511.18114","title":"ASTRA: Agentic Steerability and Risk Assessment Framework","created":"2025-11-22","cited_by_count":0,"area":"agents"},{"id":"2602.05354","title":"Do Web Agents Investigate Before They Decide?","created":"2026-02-05","cited_by_count":0,"area":"agents"},{"id":"2605.22219","title":"SGR-Bench: Benchmarking Search Agents on State-Gated Retrieval","created":"2026-05-21","cited_by_count":0,"area":"agents"},{"id":"2605.29224","title":"Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents","created":"2026-05-28","cited_by_count":0,"area":"agents"},{"id":"2606.13994","title":"Hidden in Plain Sight: Benchmarking Agent Safety Against Decomposition Attacks with DECOMPBENCH","created":"2026-06-12","cited_by_count":0,"area":"agents"},{"id":"2606.19380","title":"ClayBuddy: A Framework, Evaluation, & Mitigation of Coding Agent Failures","created":"2026-06-13","cited_by_count":0,"area":"agents"},{"id":"2607.29199","title":"Alignment Is Local: A Paired Diagnostic for GUI Agents under User-Side Persuasion","created":"2026-07-31","cited_by_count":0,"area":"agents"},{"id":"2608.00202","title":"From Monoliths to Swarms: A Study of Attack Surface Evolution in the Transition to Multi-Agent Web Systems","created":"2026-07-31","cited_by_count":0,"area":"agents"},{"id":"2608.17659","title":"MobileWorldSafety: Benchmarking GUI Agent Safety Against Environmental Injection Attacks in Android Apps","created":"2026-08-18","cited_by_count":0,"area":"agents"},{"id":"2608.25711","title":"Reassembling Distributed Risk: Trajectory-Conditioned Action Generation for Multi-Turn Agent Safety","created":"2026-08-26","cited_by_count":0,"area":"agents"},{"id":"2608.26204","title":"ADeptS-Bench: Measuring the Trustworthiness of Computer Use Agents Across Devices","created":"2026-08-25","cited_by_count":0,"area":"agents"},{"id":"2609.09212","title":"AgentHijack: Visual Patch Attacks on Multimodal Computer-Use Agents","created":"2026-09-06","cited_by_count":0,"area":"agents"},{"id":"2609.15134","title":"HazardAuditor: From Executable Threats to Safer Computer-Use Agents","created":"2026-09-14","cited_by_count":0,"area":"agents"},{"id":"2609.22724","title":"MATE: Policy-Aware Security Auditing for Mobile Agents via Synthesis-Driven Trajectory Learning","created":"2026-09-19","cited_by_count":0,"area":"agents"},{"id":"2609.33017","title":"Trust and Task Completion in the World of Consumer AI Agents","created":"2026-09-26","cited_by_count":0,"area":"agents"},{"id":"2609.34415","title":"PROACT-Agent: Progressive Runtime Oversight and Active Circuit-breaking for Real-Time Safety","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2610.12823","title":"When Charts Deceive Web Agents: A Paired Benchmark for Misleading Visualization-Grounded Tasks","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.13703","title":"A Baseline Assessment for the Agentic Web Technology Stack","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.16838","title":"Same Operation, Different Permission: Evaluating Whether Guardrails Honor Authorization","created":"2026-10-12","cited_by_count":0,"area":"agents"}],"next_cursor":null}