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
Indirect Prompt Injection
Stop Testing Attacks, Start Diagnosing Defenses: The Four-Checkpoint Framework Reveals Where LLM Safety Breaks
Authors: Hayfa Dhabhi, Kashyap Thimmaraju | Published: 2026-02-10
When Handshakes Tell the Truth: Detecting Web Bad Bots via TLS Fingerprints
Authors: Ghalia Jarad, Kemal Bicakci | Published: 2026-02-10
Clouding the Mirror: Stealthy Prompt Injection Attacks Targeting LLM-based Phishing Detection
Authors: Takashi Koide, Hiroki Nakano, Daiki Chiba | Published: 2026-02-05
David vs. Goliath: Verifiable Agent-to-Agent Jailbreaking via Reinforcement Learning
Authors: Samuel Nellessen, Tal Kachman | Published: 2026-02-02
GAVEL: Towards rule-based safety through activation monitoring
Authors: Shir Rozenfeld, Rahul Pankajakshan, Itay Zloczower, Eyal Lenga, Gilad Gressel, Yisroel Mirsky | Published: 2026-01-27
An LLM Agent-based Framework for Whaling Countermeasures
Authors: Daisuke Miyamoto, Takuji Iimura, Narushige Michishita | Published: 2026-01-21
VirtualCrime: Evaluating Criminal Potential of Large Language Models via Sandbox Simulation
Authors: Yilin Tang, Yu Wang, Lanlan Qiu, Wenchang Gao, Yunfei Ma, Baicheng Chen, Tianxing He | Published: 2026-01-20
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
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