Standard-Deviation-Inspired Regularization for Improving Adversarial Robustness
Authors: Olukorede Fakorede, Modeste Atsague, Jin Tian | Published: 2024-12-27
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers
Authors: Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He | Published: 2024-12-26 | Updated: 2025-03-31
Detection and classification of DDoS flooding attacks by machine learning method
Authors: Dmytro Tymoshchuk, Oleh Yasniy, Mykola Mytnyk, Nataliya Zagorodna, Vitaliy Tymoshchuk | Published: 2024-12-25 | Updated: 2025-01-02
Fundamental Limits in the Search for Less Discriminatory Algorithms — and How to Avoid Them
Authors: Benjamin Laufer, Manisch Raghavan, Solon Barocas | Published: 2024-12-24
A Backdoor Attack Scheme with Invisible Triggers Based on Model Architecture Modification
Authors: Yuan Ma, Xu Ma, Jiankang Wei, Jinmeng Tang, Xiaoyu Zhang, Yilun Lyu, Kehao Chen, Jingtong Huang | Published: 2024-12-22 | Updated: 2025-01-06
From Vulnerabilities to Remediation: A Systematic Literature Review of LLMs in Code Security
Authors: Enna Basic, Alberto Giaretta | Published: 2024-12-19 | Updated: 2025-04-14
SATA: A Paradigm for LLM Jailbreak via Simple Assistive Task Linkage
Authors: Xiaoning Dong, Wenbo Hu, Wei Xu, Tianxing He | Published: 2024-12-19 | Updated: 2025-03-21
Safeguarding System Prompts for LLMs
Authors: Zhifeng Jiang, Zhihua Jin, Guoliang He | Published: 2024-12-18 | Updated: 2025-01-09
Toxicity Detection towards Adaptability to Changing Perturbations
Authors: Hankun Kang, Jianhao Chen, Yongqi Li, Xin Miao, Mayi Xu, Ming Zhong, Yuanyuan Zhu, Tieyun Qian | Published: 2024-12-17 | Updated: 2025-01-08
Adversarially robust generalization theory via Jacobian regularization for deep neural networks
Authors: Dongya Wu, Xin Li | Published: 2024-12-17