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
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
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
From Secure Agentic AI to Secure Agentic Web: Challenges, Threats, and Future Directions
Authors: Zhihang Deng, Jiaping Gui, Weinan Zhang | Published: 2026-03-02
Inference-Time Safety For Code LLMs Via Retrieval-Augmented Revision
Authors: Manisha Mukherjee, Vincent J. Hellendoorn | Published: 2026-03-02
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
The LLMbda Calculus: AI Agents, Conversations, and Information Flow
Authors: Zac Garby, Andrew D. Gordon, David Sands | Published: 2026-02-23
What Breaks Embodied AI Security:LLM Vulnerabilities, CPS Flaws,or Something Else?
Authors: Boyang Ma, Hechuan Guo, Peizhuo Lv, Minghui Xu, Xuelong Dai, YeChao Zhang, Yijun Yang, Yue Zhang | Published: 2026-02-19
Mind the Gap: Evaluating LLMs for High-Level Malicious Package Detection vs. Fine-Grained Indicator Identification
Authors: Ahmed Ryan, Ibrahim Khalil, Abdullah Al Jahid, Md Erfan, Akond Ashfaque Ur Rahman, Md Rayhanur Rahman | Published: 2026-02-18
CAPID: Context-Aware PII Detection for Question-Answering Systems
Authors: Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad, D. B. Emerson, Shubhankar Mohapatra, Xi He | Published: 2026-02-10