Clouding the Mirror: Stealthy Prompt Injection Attacks Targeting LLM-based Phishing Detection
Authors: Takashi Koide, Hiroki Nakano, Daiki Chiba | Published: 2026-02-05
Prompt Injection
How Few-shot Demonstrations Affect Prompt-based Defenses Against LLM Jailbreak Attacks
Authors: Yanshu Wang, Shuaishuai Yang, Jingjing He, Tong Yang | Published: 2026-02-04
RedVisor: Reasoning-Aware Prompt Injection Defense via Zero-Copy KV Cache Reuse
Authors: Mingrui Liu, Sixiao Zhang, Cheng Long, Kwok-Yan Lam | Published: 2026-02-02
Eliciting Least-to-Most Reasoning for Phishing URL Detection
Authors: Holly Trikilis, Pasindu Marasinghe, Fariza Rashid, Suranga Seneviratne | Published: 2026-01-28
$α^3$-SecBench: A Large-Scale Evaluation Suite of Security, Resilience, and Trust for LLM-based UAV Agents over 6G Networks
Authors: Mohamed Amine Ferrag, Abderrahmane Lakas, Merouane Debbah | Published: 2026-01-26
NeuroFilter: Privacy Guardrails for Conversational LLM Agents
Authors: Saswat Das, Ferdinando Fioretto | Published: 2026-01-21
Be Your Own Red Teamer: Safety Alignment via Self-Play and Reflective Experience Replay
Authors: Hao Wang, Yanting Wang, Hao Li, Rui Li, Lei Sha | Published: 2026-01-15
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
SpatialJB: How Text Distribution Art Becomes the “Jailbreak Key” for LLM Guardrails
Authors: Zhiyi Mou, Jingyuan Yang, Zeheng Qian, Wangze Ni, Tianfang Xiao, Ning Liu, Chen Zhang, Zhan Qin, Kui Ren | Published: 2026-01-14