{"total":26,"rows":[{"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":"2508.15310","title":"IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents","created":"2025-08-21","cited_by_count":54,"area":"agents"},{"id":"2602.15654","title":"Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections","created":"2026-02-17","cited_by_count":48,"area":"agents"},{"id":"2508.01249","title":"AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection","created":"2025-08-02","cited_by_count":46,"area":"agents"},{"id":"2510.13220","title":"EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems","created":"2025-10-15","cited_by_count":37,"area":"agents"},{"id":"2602.10453","title":"The Landscape of Prompt Injection Threats in LLM Agents: From Taxonomy to Analysis","created":"2026-02-11","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":"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":"2603.19469","title":"A Framework for Formalizing LLM Agent Security","created":"2026-03-19","cited_by_count":16,"area":"agents"},{"id":"2507.17131","title":"Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance","created":"2025-07-23","cited_by_count":14,"area":"agents"},{"id":"2510.08829","title":"CommandSans: Securing AI Agents with Surgical Precision Prompt Sanitization","created":"2025-10-09","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":"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":"2511.15203","title":"Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks","created":"2025-11-19","cited_by_count":9,"area":"agents"},{"id":"2601.04795","title":"Defense Against Indirect Prompt Injection via Tool Result Parsing","created":"2026-01-08","cited_by_count":9,"area":"agents"},{"id":"2603.28166","title":"Evaluating Privilege Usage of Agents with Real-World Tools","created":"2026-03-30","cited_by_count":4,"area":"agents"},{"id":"2510.09093","title":"Exploiting Web Search Tools of AI Agents for Data Exfiltration","created":"2025-10-10","cited_by_count":3,"area":"agents"},{"id":"2605.16976","title":"Securing LLM Agents Need Intent-to-Execution Integrity","created":"2026-05-16","cited_by_count":3,"area":"agents"},{"id":"2607.12624","title":"PVDetector: Detecting Prompt Injection Attacks on Purpose-Specific LLM Agents through Policy-Violation Concept Analysis","created":"2026-07-14","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":"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":"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":"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":"2608.04018","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":"2609.02035","title":"Implicit Manipulation for Skill Selection in LLM Agents with Semantic Matching","created":"2026-09-02","cited_by_count":0,"area":"agents"}],"next_cursor":null}