PINA: Prompt Injection Attack against Navigation Agents
Authors: Jiani Liu, Yixin He, Lanlan Fan, Qidi Zhong, Yushi Cheng, Meng Zhang, Yanjiao Chen, Wenyuan Xu | Published: 2026-01-20
Indirect Prompt Injection
ReasAlign: Reasoning Enhanced Safety Alignment against Prompt Injection Attack
Authors: Hao Li, Yankai Yang, G. Edward Suh, Ning Zhang, Chaowei Xiao | Published: 2026-01-15
The Promptware Kill Chain: How Prompt Injections Gradually Evolved Into a Multi-Step Malware
Authors: Ben Nassi, Bruce Schneier, Oleg Brodt | Published: 2026-01-14
SecureCAI: Injection-Resilient LLM Assistants for Cybersecurity Operations
Authors: Mohammed Himayath Ali, Mohammed Aqib Abdullah, Mohammed Mudassir Uddin, Shahnawaz Alam | Published: 2026-01-12
When Bots Take the Bait: Exposing and Mitigating the Emerging Social Engineering Attack in Web Automation Agent
Authors: Xinyi Wu, Geng Hong, Yueyue Chen, MingXuan Liu, Feier Jin, Xudong Pan, Jiarun Dai, Baojun Liu | Published: 2026-01-12
Know Thy Enemy: Securing LLMs Against Prompt Injection via Diverse Data Synthesis and Instruction-Level Chain-of-Thought Learning
Authors: Zhiyuan Chang, Mingyang Li, Yuekai Huang, Ziyou Jiang, Xiaojun Jia, Qian Xiong, Junjie Wang, Zhaoyang Li, Qing Wang | Published: 2026-01-08
Toward Trustworthy Agentic AI: A Multimodal Framework for Preventing Prompt Injection Attacks
Authors: Toqeer Ali Syed, Mishal Ateeq Almutairi, Mahmoud Abdel Moaty | Published: 2025-12-29
Assessing the Software Security Comprehension of Large Language Models
Authors: Mohammed Latif Siddiq, Natalie Sekerak, Antonio Karam, Maria Leal, Arvin Islam-Gomes, Joanna C. S. Santos | Published: 2025-12-24
Beyond Context: Large Language Models Failure to Grasp Users Intent
Authors: Ahmed M. Hussain, Salahuddin Salahuddin, Panos Papadimitratos | Published: 2025-12-24
AegisAgent: An Autonomous Defense Agent Against Prompt Injection Attacks in LLM-HARs
Authors: Yihan Wang, Huanqi Yang, Shantanu Pal, Weitao Xu | Published: 2025-12-24