Understanding and Mitigating Role Spoofing in LLMs
Authors: Ezra Edelman, Benjamin Edelman, Surbhi Goel, Eran Malach | Published: 2026-10-29
Literature Database
LiDAR-SHIELD: A Fully Dockerized Adversarial Robustness Assessment Framework for LiDAR-Based 3D Perception Models
Authors: Alexandros Gkillas, Ioulia Kapsali, Christos Anagnostopoulos, Aris S. Lalos | Published: 2026-10-29
Surprise Alone Learns Lies: Evidence-Gated Continual Learning for LLMs from Streaming Claims
Authors: Abdelkader Metales, Miriam Grabenheinrich | Published: 2026-10-29
InferD: A Honeypot Framework for AI Inference Infrastructure
Authors: Hicham Hammouchi, Gabriele Lenzini | Published: 2026-10-29
Red-Teaming Large Language Models in Low-Resource African Languages: A Case Study of Yoruba and Nigerian Pidgin
Authors: Paula Chikaodinaka Anyanwu, Valdini Douglace Lemofouet, Blessing Ngozi Uzor, Ifeoluwa Dorcas Awotunde, Danielle Blanche Kapsa, Tassallah Abdullahi, Clemencia Siro, Idris Abdulmumin, Seid Muhie Yimam, Shamsuddeen Hassan Muhammad | Published: 2026-10-29
Systematic Evaluation of Adversarial Jailbreaking Attacks and Defenses Across Seven Large Language Models
Authors: Md. Robiul Islam Niloy, Abu Sayed Md. Mostafizur Rahaman | Published: 2026-10-29
Sparse Fine-Tuning for Parameter-Efficient Adversarial Training
Authors: Zhaoxin Wang, Zihang Ding, Handing Wang | Published: 2026-10-29
AgentHeal: Evaluating Goal-Preserving Resource Recovery of Web Agents under Access Barriers
Authors: Zhiyi Liu, Haohua Du, Haoqi Sun, Haisheng Tan | Published: 2026-10-29
REALM: Identifying Minimal Task Assets for LLM Agents
Authors: Zihou Ren, Byungchul Tak, Long Wang | Published: 2026-10-29
Appreciation Teaches Unauthorized Execution: Self-Evolution Degrades the Robustness of Personal Agents to Indirect Prompt Injection
Authors: Xinyan Wang, Xiaogeng Liu, Jun Shao, Chaowei Xiao | Published: 2026-10-29