{"total":150,"rows":[{"id":"2503.18666","title":"AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents","created":"2025-03-24","cited_by_count":223,"area":"agents"},{"id":"2411.18279","title":"Large Language Model-Brained GUI Agents: A Survey","created":"2024-11-27","cited_by_count":162,"area":"agents"},{"id":"2504.18575","title":"WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks","created":"2025-04-22","cited_by_count":157,"area":"agents"},{"id":"2503.22738","title":"ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning","created":"2025-03-26","cited_by_count":151,"area":"lr"},{"id":"2504.11703","title":"Progent: Securing AI Agents with Privilege Control","created":"2025-04-16","cited_by_count":141,"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":"2411.02391","title":"Attacking Vision-Language Computer Agents via Pop-ups","created":"2024-11-04","cited_by_count":116,"area":"agents"},{"id":"2507.15219","title":"PromptArmor: Simple yet Effective Prompt Injection Defenses","created":"2025-07-21","cited_by_count":108,"area":"agents"},{"id":"2502.11448","title":"AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection","created":"2025-02-17","cited_by_count":89,"area":"agents"},{"id":"2503.23350","title":"A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models","created":"2025-03-30","cited_by_count":87,"area":"agents"},{"id":"2502.05174","title":"MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents","created":"2025-02-07","cited_by_count":77,"area":"agents"},{"id":"2502.05206","title":"Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety","created":"2025-02-02","cited_by_count":67,"area":"mllm"},{"id":"2506.12104","title":"DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents","created":"2025-06-13","cited_by_count":66,"area":"agents"},{"id":"2410.13886","title":"Refusal-Trained LLMs Are Easily Jailbroken As Browser Agents","created":"2024-10-11","cited_by_count":65,"area":"agents"},{"id":"2410.17401","title":"AdvAgent: Controllable Blackbox Red-teaming on Web Agents","created":"2024-10-22","cited_by_count":59,"area":"agents"},{"id":"2506.19676","title":"A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures","created":"2025-06-24","cited_by_count":57,"area":"agents"},{"id":"2410.17520","title":"MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control","created":"2024-10-23","cited_by_count":51,"area":"agents"},{"id":"2505.11717","title":"WebInject: Prompt Injection Attack to Web Agents","created":"2025-05-16","cited_by_count":51,"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":"2506.02456","title":"VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents","created":"2025-06-03","cited_by_count":45,"area":"agents"},{"id":"2505.05849","title":"AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents","created":"2025-05-09","cited_by_count":42,"area":"lr"},{"id":"2506.00618","title":"RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents","created":"2025-05-31","cited_by_count":35,"area":"mllm"},{"id":"2508.04482","title":"OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use","created":"2025-08-06","cited_by_count":35,"area":"agents"},{"id":"2503.23434","title":"Towards Trustworthy GUI Agents: A Survey","created":"2025-03-30","cited_by_count":34,"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":"2506.04135","title":"macOSWorld: A Multilingual Interactive Benchmark for GUI Agents","created":"2025-06-04","cited_by_count":32,"area":"agents"},{"id":"2602.22724","title":"AgentSentry: Mitigating Indirect Prompt Injection in LLM Agents via Temporal Causal Diagnostics and Context Purification","created":"2026-02-26","cited_by_count":29,"area":"agents"},{"id":"2504.18838","title":"Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks","created":"2025-04-26","cited_by_count":28,"area":null},{"id":"2510.23883","title":"Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges","created":"2025-10-27","cited_by_count":28,"area":"agents"},{"id":"2603.11088","title":"The Attack and Defense Landscape of Agentic AI: A Comprehensive Survey","created":"2026-03-11","cited_by_count":28,"area":"agents"},{"id":"2502.20383","title":"Why Are Web AI Agents More Vulnerable Than Standalone LLMs? A Security Analysis","created":"2025-02-27","cited_by_count":27,"area":"agents"},{"id":"2510.01354","title":"WAInjectBench: Benchmarking Prompt Injection Detections for Web Agents","created":"2025-10-01","cited_by_count":24,"area":"agents"},{"id":"2511.20597","title":"BrowseSafe: Understanding and Preventing Prompt Injection Within AI Browser Agents","created":"2025-11-25","cited_by_count":24,"area":"safety"},{"id":"2604.02623","title":"Poison Once, Exploit Forever: Environment-Injected Memory Poisoning Attacks on Web Agents","created":"2026-04-03","cited_by_count":24,"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":"2506.01616","title":"MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments","created":"2025-06-02","cited_by_count":23,"area":"agents"},{"id":"2506.18019","title":"Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities","created":"2025-06-22","cited_by_count":23,"area":"agents"},{"id":"2502.13053","title":"Evaluating the Robustness of Multimodal Agents Against Active Environmental Injection Attacks","created":"2025-02-18","cited_by_count":22,"area":"agents"},{"id":"2504.03111","title":"Les Dissonances: Cross-Tool Harvesting and Polluting in Pool-of-Tools Empowered LLM Agents","created":"2025-04-04","cited_by_count":22,"area":"agents"},{"id":"2508.10880","title":"Searching for Privacy Risks in LLM Agents via Simulation","created":"2025-08-14","cited_by_count":22,"area":"agents"},{"id":"2503.01908","title":"UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning","created":"2025-02-28","cited_by_count":21,"area":"lr"},{"id":"2504.05408","title":"Frontier AI's Impact on the Cybersecurity Landscape","created":"2025-04-07","cited_by_count":21,"area":null},{"id":"2507.14293","title":"WebGuard: Building a Generalizable Guardrail for Web Agents","created":"2025-07-18","cited_by_count":21,"area":"agents"},{"id":"2510.24411","title":"OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows","created":"2025-10-28","cited_by_count":19,"area":"agents"},{"id":"2503.03196","title":"SpiritSight Agent: Advanced GUI Agent with One Look","created":"2025-03-05","cited_by_count":18,"area":"agents"},{"id":"2601.05755","title":"VIGIL: Defending LLM Agents Against Tool Stream Injection via Verify-Before-Commit","created":"2026-01-09","cited_by_count":17,"area":"agents"},{"id":"2509.10723","title":"Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight","created":"2025-09-12","cited_by_count":16,"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":"2512.22894","title":"DECEPTICON: How Dark Patterns Manipulate Web Agents","created":"2025-12-28","cited_by_count":15,"area":"agents"},{"id":"2505.11063","title":"Think Twice Before You Act: Enhancing Agent Behavioral Safety with Thought Correction","created":"2025-05-16","cited_by_count":14,"area":"lr"},{"id":"2605.03378","title":"ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection","created":"2026-05-05","cited_by_count":14,"area":"agents"},{"id":"2505.14418","title":"Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents","created":"2025-05-20","cited_by_count":13,"area":"agents"},{"id":"2512.01295","title":"Systems Security Foundations for Agentic Computing","created":"2025-12-01","cited_by_count":13,"area":"agents"},{"id":"2602.01725","title":"SafePred: A Predictive Guardrail for Computer-Using Agents via World Models","created":"2026-02-02","cited_by_count":12,"area":"wm"},{"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":"2602.03792","title":"WebSentinel: Detecting and Localizing Prompt Injection Attacks for Web Agents","created":"2026-02-03","cited_by_count":11,"area":"agents"},{"id":"2604.15415","title":"HarmfulSkillBench: How Do Harmful Skills Weaponize Your Agents?","created":"2026-04-16","cited_by_count":11,"area":"agents"},{"id":"2502.11358","title":"Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System","created":"2025-02-17","cited_by_count":10,"area":"agents"},{"id":"2505.12981","title":"From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents","created":"2025-05-19","cited_by_count":10,"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":"2508.04010","title":"HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization","created":"2025-08-06","cited_by_count":10,"area":"agents"},{"id":"2509.01211","title":"Web Fraud Attacks Against LLM-Driven Multi-Agent Systems","created":"2025-09-01","cited_by_count":10,"area":"agents"},{"id":"2510.07176","title":"Exposing LLM User Privacy via Traffic Fingerprint Analysis: A Study of Privacy Risks in LLM Agent Interactions","created":"2025-10-08","cited_by_count":10,"area":"agents"},{"id":"2602.07398","title":"AgentSys: Secure and Dynamic LLM Agents Through Explicit Hierarchical Memory Management","created":"2026-02-07","cited_by_count":10,"area":"agents"},{"id":"2505.14289","title":"EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks","created":"2025-05-20","cited_by_count":9,"area":"agents"},{"id":"2510.02609","title":"RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents","created":"2025-10-02","cited_by_count":9,"area":"agents"},{"id":"2512.00966","title":"Mitigating Indirect Prompt Injection via Instruction-Following Intent Analysis","created":"2025-11-30","cited_by_count":9,"area":"agents"},{"id":"2503.20279","title":"sudo rm -rf agentic_security","created":"2025-03-26","cited_by_count":8,"area":"safety"},{"id":"2504.03759","title":"Emerging Cyber Attack Risks of Medical AI Agents","created":"2025-04-02","cited_by_count":8,"area":"agents"},{"id":"2601.07263","title":"When Bots Take the Bait: Exposing and Mitigating the Emerging Social Engineering Attack in Web Automation Agent","created":"2026-01-12","cited_by_count":7,"area":"agents"},{"id":"2608.02657","title":"Your Agentic LLMs Secretly Encode Indirect Prompt-Injection Exposure in Hidden States","created":"2026-08-01","cited_by_count":7,"area":"agents"},{"id":"2505.17735","title":"SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator","created":"2025-05-23","cited_by_count":6,"area":"agents"},{"id":"2507.10610","title":"LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents","created":"2025-07-13","cited_by_count":6,"area":"mllm"},{"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":"2509.14278","title":"Beyond Data Privacy: New Privacy Risks for Large Language Models","created":"2025-09-16","cited_by_count":6,"area":null},{"id":"2510.05159","title":"Malice in Agentland: Down the Rabbit Hole of Backdoors in the AI Supply Chain","created":"2025-10-03","cited_by_count":6,"area":"agents"},{"id":"2603.00476","title":"Atomicity for Agents: Exposing, Exploiting, and Mitigating TOCTOU Vulnerabilities in Browser-Use Agents","created":"2026-02-28","cited_by_count":6,"area":"agents"},{"id":"2606.02540","title":"SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction","created":"2026-06-01","cited_by_count":6,"area":"agents"},{"id":"2505.19260","title":"ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast \\& Slow Reasoning for Robust Agent Defense","created":"2025-05-25","cited_by_count":5,"area":"agents"},{"id":"2505.23518","title":"TRAP: Targeted Redirecting of Agentic Preferences","created":"2025-05-29","cited_by_count":5,"area":"lr"},{"id":"2510.18314","title":"Genesis: Evolving Attack Strategies for LLM Web Agent Red-Teaming","created":"2025-10-21","cited_by_count":5,"area":"agents"},{"id":"2512.04129","title":"Don't Trust Your Upstream: Exploiting LLM Multi-Agent System via Topology-Guided Adversarial Propagation","created":"2025-12-03","cited_by_count":5,"area":"agents"},{"id":"2602.17588","title":"Modeling Distinct Human Interaction in Web Agents","created":"2026-02-19","cited_by_count":5,"area":"agents"},{"id":"2604.09747","title":"ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying","created":"2026-04-10","cited_by_count":5,"area":"agents"},{"id":"2509.23694","title":"SafeSearch: Automated Red-Teaming of LLM-Based Search Agents","created":"2025-09-28","cited_by_count":4,"area":"agents"},{"id":"2510.04257","title":"AgentTypo: Adaptive Typographic Prompt Injection Attacks against Black-box Multimodal Agents","created":"2025-10-05","cited_by_count":4,"area":"mllm"},{"id":"2512.16279","title":"QuadSentinel: Sequent Safety for Machine-Checkable Control in Multi-agent Systems","created":"2025-12-18","cited_by_count":4,"area":"agents"},{"id":"2601.21961","title":"How do Visual Attributes Influence Web Agents? A Comprehensive Evaluation of User Interface Design Factors","created":"2026-01-29","cited_by_count":4,"area":"agents"},{"id":"2603.27918","title":"Adversarial Attacks on Multimodal Large Language Models: A Comprehensive Survey","created":"2026-03-30","cited_by_count":4,"area":"mllm"},{"id":"2605.15030","title":"WARD: Adversarially Robust Defense of Web Agents Against Prompt Injections","created":"2026-05-14","cited_by_count":4,"area":"agents"},{"id":"2412.21123","title":"ExpShield: Safeguarding Web Text from Unauthorized Crawling and LLM Exploitation","created":"2024-12-30","cited_by_count":3,"area":"safety"},{"id":"2505.12655","title":"Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models","created":"2025-05-19","cited_by_count":3,"area":null},{"id":"2505.17861","title":"Superplatforms Have to Attack AI Agents","created":"2025-05-23","cited_by_count":3,"area":"agents"},{"id":"2510.07809","title":"Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents","created":"2025-10-09","cited_by_count":3,"area":"agents"},{"id":"2601.10758","title":"Agents at Risk: How Users Unwittingly Undermine LLM Safety","created":"2026-01-14","cited_by_count":3,"area":"agents"},{"id":"2603.11862","title":"You Told Me to Do It: Measuring Instructional Text-induced Private Data Leakage in LLM Agents","created":"2026-03-12","cited_by_count":3,"area":"agents"},{"id":"2603.18762","title":"ClawTrap: A MITM-Based Red-Teaming Framework for Real-World OpenClaw Security Evaluation","created":"2026-03-19","cited_by_count":3,"area":"agents"},{"id":"2603.26221","title":"Clawed and Dangerous: Can We Trust Open Agentic Systems?","created":"2026-03-27","cited_by_count":3,"area":"agents"},{"id":"2604.08005","title":"Preference Redirection via Attention Concentration: An Attack on Computer Use Agents","created":"2026-04-09","cited_by_count":3,"area":"agents"},{"id":"2604.12284","title":"WebAgentGuard: A Reasoning-Driven Guard Model for Detecting Prompt Injection Attacks in Web Agents","created":"2026-04-14","cited_by_count":3,"area":"agents"}],"next_cursor":"100"}