Assessing Robustness of Machine Learning Models using Covariate Perturbations
Authors: Arun Prakash R, Anwesha Bhattacharyya, Joel Vaughan, Vijayan N. Nair | Published: 2024-08-02
文献データベース
LLM as Runtime Error Handler: A Promising Pathway to Adaptive Self-Healing of Software Systems
Authors: Zhensu Sun, Haotian Zhu, Bowen Xu, Xiaoning Du, Li Li, David Lo | Published: 2024-08-02
Verification of Machine Unlearning is Fragile
Authors: Binchi Zhang, Zihan Chen, Cong Shen, Jundong Li | Published: 2024-08-01
Pathway to Secure and Trustworthy ZSM for LLMs: Attacks, Defense, and Opportunities
Authors: Sunder Ali Khowaja, Parus Khuwaja, Kapal Dev, Hussam Al Hamadi, Engin Zeydan | Published: 2024-08-01 | Updated: 2025-01-06
Jailbreaking Text-to-Image Models with LLM-Based Agents
Authors: Yingkai Dong, Zheng Li, Xiangtao Meng, Ning Yu, Shanqing Guo | Published: 2024-08-01 | Updated: 2024-09-09
A Qualitative Study on Using ChatGPT for Software Security: Perception vs. Practicality
Authors: M. Mehdi Kholoosi, M. Ali Babar, Roland Croft | Published: 2024-08-01
OTAD: An Optimal Transport-Induced Robust Model for Agnostic Adversarial Attack
Authors: Kuo Gai, Sicong Wang, Shihua Zhang | Published: 2024-08-01
A Survey on the Applications of Zero-Knowledge Proofs
Authors: Ryan Lavin, Xuekai Liu, Hardhik Mohanty, Logan Norman, Giovanni Zaarour, Bhaskar Krishnamachari | Published: 2024-08-01
Cost-Effective Hallucination Detection for LLMs
Authors: Simon Valentin, Jinmiao Fu, Gianluca Detommaso, Shaoyuan Xu, Giovanni Zappella, Bryan Wang | Published: 2024-07-31 | Updated: 2024-08-09
From ML to LLM: Evaluating the Robustness of Phishing Webpage Detection Models against Adversarial Attacks
Authors: Aditya Kulkarni, Vivek Balachandran, Dinil Mon Divakaran, Tamal Das | Published: 2024-07-29 | Updated: 2025-03-15