Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization
Authors: Furkan Mumcu, Yasin Yilmaz | Published: 2026-03-04
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A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality
Authors: Arther Tian, Alex Ding, Frank Chen, Simon Wu, Aaron Chan | Published: 2026-03-04
Co-Evolutionary Multi-Modal Alignment via Structured Adversarial Evolution
Authors: Guoxin Shi, Haoyu Wang, Zaihui Yang, Yuxing Wang, Yongzhe Chang | Published: 2026-03-02
Layer-Targeted Multilingual Knowledge Erasure in Large Language Models
Authors: Taoran Li, Varun Chandrasekaran, Zhiyuan Yu | Published: 2026-02-26
From Defender to Devil? Unintended Risk Interactions Induced by LLM Defenses
Authors: Xiangtao Meng, Tianshuo Cong, Li Wang, Wenyu Chen, Zheng Li, Shanqing Guo, Xiaoyun Wang | Published: 2025-10-09
Investigating Security Implications of Automatically Generated Code on the Software Supply Chain
Authors: Xiaofan Li, Xing Gao | Published: 2025-09-24
Evaluating Large Language Models for Phishing Detection, Self-Consistency, Faithfulness, and Explainability
Authors: Shova Kuikel, Aritran Piplai, Palvi Aggarwal | Published: 2025-06-16
QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety
Authors: Taegyeong Lee, Jeonghwa Yoo, Hyoungseo Cho, Soo Yong Kim, Yunho Maeng | Published: 2025-06-14 | Updated: 2025-09-30
The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs
Authors: Songyang Liu, Chaozhuo Li, Jiameng Qiu, Xi Zhang, Feiran Huang, Litian Zhang, Yiming Hei, Philip S. Yu | Published: 2025-06-06 | Updated: 2025-10-30
Client-Side Zero-Shot LLM Inference for Comprehensive In-Browser URL Analysis
Authors: Avihay Cohen | Published: 2025-06-04