Prompt Injection Attacks on LLMs

LLM: Large Language Model

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14 papers in the last four weeks, up 367% on the four weeks before. 0.1% of all new papers.

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  1. It's a TRAP! Task-Redirecting Agent Persuasion Benchmark for Web Agents

    Dec 29, 2025Karolina Korgul, Yushi Yang, Arkadiusz Drohomirecki +7Web Agent BenchmarksIndirect Prompt Injection

    University of Oxford · 2SoftServe · 3Independent +1

  2. SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses

    Oct 17, 2025Hanbin Hong, Shuang Wu, Shuya Feng +6LLM SecurityLLM Jailbreak Attacks

    University of Connecticut · University of Alabama at Birmingham · Independent

  3. Data Security in Large Language Models: Risks, Defense, and Directions

    Aug 4, 2025Kang Chen, Xiuze Zhou, Yuanhui Yu +4Adversarial Attacks on LLMsLLM Security

    School of Computer Engineering, Jimei University, Xiamen, 361021, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, 511453, China · School of Informatics, Xiamen University, Xiamen, 361102, China +1

  4. Meta-SecAlign: Training LLMs against Prompt Injection for Robust Agents

    Jul 3, 2025Sizhe Chen, Arman Zharmagambetov, David Wagner +1LLM Agent SecurityAI Agent Security Benchmarks

    FAIR at Meta · UC Berkeley

  5. 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