Prompt Injection Detection

Ask about this topic

Momentum

4 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 39

All topics
CardsList

  1. SnapGuard: Lightweight Prompt Injection Detection for Screenshot-Based Web Agents

    Apr 28, 2026Mengyao Du, Han Fang, Haokai Ma +4Indirect Prompt InjectionPrompt Injection Detection

    1National University of Defense Technology · University of Science and Technology of China · 3National University of Singapore +1

  2. A Comparative Evaluation of AI Agent Security Guardrails

    Apr 27, 2026Qi Li, Jiu Li, Pingtao Wei +8LLM GuardrailsAI Agent Security

    Beijing Caizhi Tech, Beijing, China

  3. RouteGuard: Internal-Signal Detection of Skill Poisoning in LLM Agents

    Apr 24, 2026Wenjie Xiao, Xuehai Tang, Biyu Zhou +2LLM Agent SecurityPrompt Injection Attacks on LLMs

    University of Chinese Academy of Sciences · Institute of Information Engineering, Chinese Academy of Sciences

  4. Beyond Pattern Matching: Seven Cross-Domain Techniques for Prompt Injection Detection

    Apr 20, 2026Thamilvendhan MunirathinamPrompt Injection Attacks on LLMsPrompt Injection Attacks on AI Agents

    Independent Researcher · prompt-shield project

  5. CASCADE: A Component Ablation and Corpus Audit of a Layered Local Defense for MCP-Based Systems

    Apr 18, 2026İpek Abasıkeleş Turgut, Edip GümüşMCP SecurityLLM Security

    Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Iskenderun Technical University, Hatay, Türkiye · Department of Computer Engineering, Institute of Graduate Studies, Iskenderun Technical University, Hatay, Türkiye

  6. Kill-Chain Canaries: Stage-Level Tracking of Prompt Injection Across Attack Surfaces and Five Production LLMs

    Mar 30, 2026Haochuan Kevin Wang, Zechen ZhangMulti-Agent LLM SystemsLanguage Model Safety Evaluation

    Massachusetts Institute of Technology · University of Chicago

  7. "Give a Positive Review Only": An Early Investigation Into In-Paper Prompt Injection Attacks and Defenses for AI Reviewers

    Nov 3, 2025Qin Zhou, Zhexin Zhang, Zhi Li +1Adversarial Prompt GenerationIndirect Prompt Injection

    Institute of Information Engineering, CAS, Beijing, China · School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China · The Conversational AI (CoAI) group, DCST, Tsinghua University

  8. WAInjectBench: Benchmarking Prompt Injection Detections for Web Agents

    Oct 1, 2025Yinuo Liu, Xilong Wang, Ruohan Xu +2Web Agent BenchmarksPrompt Injection Attacks

    Duke University

  9. UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models

    Feb 18, 2025Huawei Lin, Yingjie Lao, Tony Geng +2LLM Backdoor AttacksAdversarial Attacks on LLMs

    Rochester Institute of Technology · Tufts University · University of Rochester +1