{"total":87,"rows":[{"id":"2504.19793","title":"Prompt Injection Attack to Tool Selection in LLM Agents","created":"2025-04-28","cited_by_count":158,"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":"2403.04783","title":"AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks","created":"2024-03-02","cited_by_count":145,"area":"agents"},{"id":"2410.07283","title":"Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems","created":"2024-10-09","cited_by_count":133,"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":"2503.12188","title":"Multi-Agent Systems Execute Arbitrary Malicious Code","created":"2025-03-15","cited_by_count":53,"area":"agents"},{"id":"2405.14125","title":"ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation","created":"2024-05-23","cited_by_count":47,"area":"agents"},{"id":"2410.12855","title":"JAILJUDGE: A Comprehensive Jailbreak Judge Benchmark with Multi-Agent Enhanced Explanation Evaluation Framework","created":"2024-10-11","cited_by_count":47,"area":"agents"},{"id":"2410.01606","title":"Automated Red Teaming with GOAT: the Generative Offensive Agent Tester","created":"2024-10-02","cited_by_count":45,"area":"agents"},{"id":"2407.16667","title":"RedAgent: Red Teaming Large Language Models with Context-aware Autonomous Language Agent","created":"2024-07-23","cited_by_count":44,"area":"agents"},{"id":"2403.04801","title":"Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs","created":"2024-03-05","cited_by_count":33,"area":"agents"},{"id":"2411.03814","title":"MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue","created":"2024-11-06","cited_by_count":33,"area":"agents"},{"id":"2601.17548","title":"Prompt Injection Attacks on Agentic Coding Assistants: A Systematic Analysis of Vulnerabilities in Skills, Tools, and Protocol Ecosystems","created":"2026-01-24","cited_by_count":31,"area":"agents"},{"id":"2410.15686","title":"NetSafe: Exploring the Topological Safety of Multi-agent Networks","created":"2024-10-21","cited_by_count":29,"area":"agents"},{"id":"2505.24019","title":"LLM Agents Should Employ Security Principles","created":"2025-05-29","cited_by_count":29,"area":"agents"},{"id":"2602.09222","title":"MUZZLE: Adaptive Agentic Red-Teaming of Web Agents Against Indirect Prompt Injection Attacks","created":"2026-02-09","cited_by_count":21,"area":"agents"},{"id":"2407.17915","title":"The Dark Side of Function Calling: Pathways to Jailbreaking Large Language Models","created":"2024-07-25","cited_by_count":20,"area":"agents"},{"id":"2603.15714","title":"How Vulnerable Are AI Agents to Indirect Prompt Injections? Insights from a Large-Scale Public Competition","created":"2026-03-16","cited_by_count":17,"area":"agents"},{"id":"2602.05746","title":"Learning to Inject: Automated Prompt Injection via Reinforcement Learning","created":"2026-02-05","cited_by_count":16,"area":"agents"},{"id":"2505.12567","title":"A Survey of Attacks on Large Language Models","created":"2025-05-18","cited_by_count":15,"area":"agents"},{"id":"2601.07395","title":"MCP-ITP: An Automated Framework for Implicit Tool Poisoning in MCP","created":"2026-01-12","cited_by_count":14,"area":"agents"},{"id":"2506.00781","title":"CoP: Agentic Red-teaming for Large Language Models using Composition of Principles","created":"2025-06-01","cited_by_count":13,"area":"agents"},{"id":"2511.21990","title":"A Safety and Security Framework for Real-World Agentic Systems","created":"2025-11-27","cited_by_count":13,"area":"agents"},{"id":"2506.15170","title":"From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem","created":"2025-06-18","cited_by_count":12,"area":"agents"},{"id":"2605.01970","title":"Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration","created":"2026-05-03","cited_by_count":12,"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":"2412.01547","title":"Improved Large Language Model Jailbreak Detection via Pretrained Embeddings","created":"2024-12-02","cited_by_count":10,"area":"agents"},{"id":"2512.08417","title":"Attention is All You Need to Defend Against Indirect Prompt Injection Attacks in LLMs","created":"2025-12-09","cited_by_count":10,"area":"agents"},{"id":"2607.06000","title":"Context-to-Execution Integrity for LLM Agents","created":"2026-07-07","cited_by_count":10,"area":"agents"},{"id":"2506.07524","title":"TAI3: Testing Agent Integrity in Interpreting User Intent","created":"2025-06-09","cited_by_count":9,"area":"agents"},{"id":"2605.30883","title":"TRACE: Task-Aware Adaptive Self-Evolving Agentic Jailbreaking","created":"2026-05-29","cited_by_count":7,"area":"agents"},{"id":"2606.10525","title":"Assessing Automated Prompt Injection Attacks in Agentic Environments","created":"2026-06-09","cited_by_count":7,"area":"agents"},{"id":"2603.22341","title":"T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search","created":"2026-03-21","cited_by_count":6,"area":"agents"},{"id":"2608.09885","title":"SHE: Trajectory-driven Safety Harness Evolution for LLM Agents","created":"2026-08-10","cited_by_count":6,"area":"agents"},{"id":"2507.08207","title":"Toward a Dynamic Stackelberg Game-Theoretic Framework for Agentic AI Defense Against LLM Jailbreaking","created":"2025-07-10","cited_by_count":5,"area":"agents"},{"id":"2606.15057","title":"AutoDojo: Adaptive Black-Box Attacks Reveal the Limits of IPI Defenses and Task-Specification Effects in LLM Agents","created":"2026-06-13","cited_by_count":5,"area":"agents"},{"id":"2506.22557","title":"MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs","created":"2025-06-27","cited_by_count":4,"area":"agents"},{"id":"2509.25271","title":"RADAR: A Risk-Aware Dynamic Multi-Agent Framework for LLM Safety Evaluation via Role-Specialized Collaboration","created":"2025-09-28","cited_by_count":4,"area":"agents"},{"id":"2509.26495","title":"OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!","created":"2025-09-30","cited_by_count":4,"area":"agents"},{"id":"2606.05743","title":"Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense","created":"2026-06-04","cited_by_count":3,"area":"agents"},{"id":"2606.20922","title":"Think Twice Before You Act: Protecting LLM Agents Against Tool Description Poisoning via Isolated Planning","created":"2026-06-18","cited_by_count":3,"area":"agents"},{"id":"2507.02699","title":"Your Mailbox Is Mine: Prompt Injection Attacks Against Real-World LLM Email Agents","created":"2025-07-03","cited_by_count":2,"area":"agents"},{"id":"2510.23675","title":"QueryIPI: Query-agnostic Indirect Prompt Injection on Coding Agents","created":"2025-10-27","cited_by_count":2,"area":"agents"},{"id":"2511.04707","title":"Jailbreaking in the Haystack","created":"2025-11-05","cited_by_count":2,"area":"agents"},{"id":"2511.06396","title":"Efficient LLM Safety Evaluation through Multi-Agent Debate","created":"2025-11-09","cited_by_count":2,"area":"agents"},{"id":"2602.13234","title":"Stay in Character, Stay Safe: Dual-Cycle Adversarial Self-Evolution for Safety Role-Playing Agents","created":"2026-01-29","cited_by_count":2,"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":"2604.20994","title":"Breaking MCP with Function Hijacking Attacks: Novel Threats for Function Calling and Agentic Models","created":"2026-04-22","cited_by_count":2,"area":"agents"},{"id":"2604.22871","title":"AutoRISE: Agent-Driven Strategy Evolution for Red-Teaming Large Language Models","created":"2026-04-23","cited_by_count":2,"area":"agents"},{"id":"2605.10614","title":"PRISM: Generation-Time Detection and Mitigation of Secret Leakage in Multi-Agent LLM Pipelines","created":"2026-05-11","cited_by_count":2,"area":"agents"},{"id":"2605.11891","title":"Proteus: A Self-Evolving Red Team for Agent Skill Ecosystems","created":"2026-05-12","cited_by_count":2,"area":"agents"},{"id":"2606.09084","title":"Context-Fractured Decomposition Attacks on Tool-Using LLM Agents: Exploiting Artifact Provenance Gaps","created":"2026-06-08","cited_by_count":2,"area":"agents"},{"id":"2606.18356","title":"SafeClawBench: Separating Semantic, Audit-Evidence, and Sandbox Harm in Tool-Using LLM Agents","created":"2026-06-16","cited_by_count":2,"area":"agents"},{"id":"2606.20470","title":"Analyzing Defensive Misdirection Against Model-Guided Automated Attacks on Agentic AI Systems","created":"2026-06-18","cited_by_count":2,"area":"agents"},{"id":"2606.31227","title":"Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming","created":"2026-06-30","cited_by_count":2,"area":"agents"},{"id":"2607.11698","title":"Agent Hacks Agent: Autoresearch for Production-Agent Red-Teaming","created":"2026-07-13","cited_by_count":2,"area":"agents"},{"id":"2607.18063","title":"Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security","created":"2026-07-20","cited_by_count":2,"area":"agents"},{"id":"2508.17057","title":"GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection","created":"2025-08-23","cited_by_count":1,"area":"agents"},{"id":"2512.08139","title":"Robust Agents in Open-Ended Worlds","created":"2025-12-09","cited_by_count":1,"area":"agents"},{"id":"2602.02395","title":"David vs. Goliath: Verifiable Agent-to-Agent Jailbreaking via Reinforcement Learning","created":"2026-02-02","cited_by_count":1,"area":"agents"},{"id":"2602.05066","title":"Bypassing AI Control Protocols via Agent-as-a-Proxy Attacks","created":"2026-02-04","cited_by_count":1,"area":"agents"},{"id":"2602.07391","title":"NAAMSE: Framework for Evolutionary Security Evaluation of Agents","created":"2026-02-07","cited_by_count":1,"area":"agents"},{"id":"2603.07496","title":"From Thinker to Society: Security in Hierarchical Autonomy Evolution of AI Agents","created":"2026-03-08","cited_by_count":1,"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":"2604.07831","title":"Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection","created":"2026-04-09","cited_by_count":1,"area":"agents"},{"id":"2605.04019","title":"Redefining AI Red Teaming in the Agentic Era: From Weeks to Hours","created":"2026-05-05","cited_by_count":1,"area":"agents"},{"id":"2608.05108","title":"Agent Against Agent: An Agentic System for Automatic Prompt Injection Red Teaming","created":"2026-08-05","cited_by_count":1,"area":"agents"},{"id":"2604.01014","title":"AutoMIA: Improved Baselines for Membership Inference Attack via Agentic Self-Exploration","created":"2026-04-01","cited_by_count":0,"area":"agents"},{"id":"2605.09504","title":"AI Security Policy Should Assess Systems, Not Only Models","created":"2026-05-10","cited_by_count":0,"area":"agents"},{"id":"2605.10763","title":"MATRA: Modeling the Attack Surface of Agentic AI Systems -- OpenClaw Case Study","created":"2026-05-11","cited_by_count":0,"area":"agents"},{"id":"2605.30838","title":"COMPASS: Cognitive MCTS-Guided Process Alignment for Safe Search Agents","created":"2026-05-29","cited_by_count":0,"area":"agents"},{"id":"2608.04018","title":"Governing Execution Risk in Agentic AI Systems: A Trajectory-Guided Framework for Red Teaming","created":"2026-06-23","cited_by_count":0,"area":"agents"},{"id":"2608.12977","title":"Beyond Handcrafted Security: Towards Self-Evolving Defense for LLM Agents","created":"2026-08-13","cited_by_count":0,"area":"agents"},{"id":"2608.27439","title":"RedEvoAgent: Automatic Red-Teaming Agent with Experience-Driven Skill Evolution","created":"2026-08-27","cited_by_count":0,"area":"agents"},{"id":"2608.27800","title":"ContextLeak: Exfiltrating LLM Agent Context via Malicious Tools","created":"2026-08-28","cited_by_count":0,"area":"agents"},{"id":"2608.30207","title":"SIR: Self-improving Red-teaming for Compute Use Agents","created":"2026-08-31","cited_by_count":0,"area":"agents"},{"id":"2609.01168","title":"Jailbreaking Text-to-Image Models Through Cracks: Navigating Heterogeneous Safety Filters via Multi-Agent Debate","created":"2026-09-01","cited_by_count":0,"area":"agents"},{"id":"2609.13731","title":"Trustworthy Agentic AI: A Comprehensive Cybersecurity and Systems Survey on Threat Landscapes, Defense Architectures, and Open Challenges","created":"2026-09-12","cited_by_count":0,"area":"agents"},{"id":"2609.26761","title":"A2M: Trace-Optimized Agent Hijacking in the MCP Ecosystem","created":"2026-09-22","cited_by_count":0,"area":"agents"},{"id":"2609.27773","title":"Beyond Unsafe Detection: Counterfactually Anchored Evidence Attribution for Multi-Turn LLM Safety Failures","created":"2026-08-17","cited_by_count":0,"area":"agents"},{"id":"2609.34686","title":"Jailbreak Context Lingers: Divergent Safety Routing and Its Cross-Task Predictability in Tool Agents","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.36576","title":"Divide and Inject: Can Agents Reconstruct an Indirect Prompt Injection from Fragments?","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.00650","title":"Self-Evolving Coding Rules for AI Coding Agents","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2610.04269","title":"Self-Reflection Fine-Tuning: Enhancing Agent Security against Prompt Injection Attacks from Failure Experience","created":"2026-10-03","cited_by_count":0,"area":"agents"},{"id":"2610.13886","title":"X-AgentRed: Red-Teaming Personal Agents in Evolving Multi-Service Ecosystems","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.16155","title":"Uncovering Robustness Weaknesses in LLM Agents via Persona Evolution with Task-Integrity Constraints","created":"2026-10-12","cited_by_count":0,"area":"agents"}],"next_cursor":null}