Indirect Prompt Injection

Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats

Authors: Xinhao Deng, Yixiang Zhang, Jiaqing Wu, Jiaqi Bai, Sibo Yi, Zhuoheng Zou, Yue Xiao, Rennai Qiu, Jianan Ma, Jialuo Chen, Xiaohu Du, Xiaofang Yang, Shiwen Cui, Changhua Meng, Weiqiang Wang, Jiaxing Song, Ke Xu, Qi Li | Published: 2026-03-12
Indirect Prompt Injection
Prompt Injection
Vulnerability Management
2026.03.12 2026.03.14
Literature Database

Don’t Let the Claw Grip Your Hand: A Security Analysis and Defense Framework for OpenClaw

Authors: Zhengyang Shan, Jiayun Xin, Yue Zhang, Minghui Xu | Published: 2026-03-11
Indirect Prompt Injection
Prompt Injection
安全性分析
2026.03.11 2026.03.13
Literature Database

CyberThreat-Eval: Can Large Language Models Automate Real-World Threat Research?

Authors: Xiangsen Chen, Xuan Feng, Shuo Chen, Matthieu Maitre, Sudipto Rakshit, Diana Duvieilh, Ashley Picone, Nan Tang | Published: 2026-03-10
Disabling Safety Mechanisms of LLM
LLM Performance Evaluation
Indirect Prompt Injection
2026.03.10 2026.03.12
Literature Database

Image-based Prompt Injection: Hijacking Multimodal LLMs through Visually Embedded Adversarial Instructions

Authors: Neha Nagaraja, Lan Zhang, Zhilong Wang, Bo Zhang, Pawan Patil | Published: 2026-03-04
Indirect Prompt Injection
プロンプト埋め込み手法
Visual Techniques
2026.03.04 2026.03.06
Literature Database

ZeroDayBench: Evaluating LLM Agents on Unseen Zero-Day Vulnerabilities for Cyberdefense

Authors: Nancy Lau, Louis Sloot, Jyoutir Raj, Giuseppe Marco Boscardin, Evan Harris, Dylan Bowman, Mario Brajkovski, Jaideep Chawla, Dan Zhao | Published: 2026-03-02
LLM Performance Evaluation
Indirect Prompt Injection
Vulnerability Assessment Method
2026.03.02 2026.03.04
Literature Database

DualSentinel: A Lightweight Framework for Detecting Targeted Attacks in Black-box LLM via Dual Entropy Lull Pattern

Authors: Xiaoyi Pang, Xuanyi Hao, Pengyu Liu, Qi Luo, Song Guo, Zhibo Wang | Published: 2026-03-02
LLM Performance Evaluation
Indirect Prompt Injection
Prompt Injection
2026.03.02 2026.03.04
Literature Database

From Secure Agentic AI to Secure Agentic Web: Challenges, Threats, and Future Directions

Authors: Zhihang Deng, Jiaping Gui, Weinan Zhang | Published: 2026-03-02
Indirect Prompt Injection
安全性評価
Threat Model
2026.03.02 2026.03.04
Literature Database

Inference-Time Safety For Code LLMs Via Retrieval-Augmented Revision

Authors: Manisha Mukherjee, Vincent J. Hellendoorn | Published: 2026-03-02
Indirect Prompt Injection
セキュリティに関連する知識を活用した手法
Prompt leaking
2026.03.02 2026.03.04
Literature Database

AgentSentry: Mitigating Indirect Prompt Injection in LLM Agents via Temporal Causal Diagnostics and Context Purification

Authors: Tian Zhang, Yiwei Xu, Juan Wang, Keyan Guo, Xiaoyang Xu, Bowen Xiao, Quanlong Guan, Jinlin Fan, Jiawei Liu, Zhiquan Liu, Hongxin Hu | Published: 2026-02-26
Indirect Prompt Injection
Counterfactual Explanation
Data Management System
2026.02.26 2026.02.28
Literature Database

The LLMbda Calculus: AI Agents, Conversations, and Information Flow

Authors: Zac Garby, Andrew D. Gordon, David Sands | Published: 2026-02-23
Indirect Prompt Injection
Security Analysis Method
Data Flow Analysis
2026.02.23 2026.02.25
Literature Database
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