Align in Depth: Defending Jailbreak Attacks via Progressive Answer Detoxification
Authors: Yingjie Zhang, Tong Liu, Zhe Zhao, Guozhu Meng, Kai Chen | Published: 2025-03-14
Siege: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search
Authors: Andy Zhou | Published: 2025-03-13 | Updated: 2025-03-16
CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection
Authors: Richard A. Dubniczky, Krisztofer Zoltán Horvát, Tamás Bisztray, Mohamed Amine Ferrag, Lucas C. Cordeiro, Norbert Tihanyi | Published: 2025-03-12 | Updated: 2025-03-31
Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks
Authors: Junying Wang, Hongyuan Zhang, Yuan Yuan | Published: 2025-03-11
Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability
Authors: Mukesh Sahani, Binanda Sengupta | Published: 2025-03-10 | Updated: 2025-04-15
Queueing, Predictions, and LLMs: Challenges and Open Problems
Authors: Michael Mitzenmacher, Rana Shahout | Published: 2025-03-10
Secure On-Device Video OOD Detection Without Backpropagation
Authors: Shawn Li, Peilin Cai, Yuxiao Zhou, Zhiyu Ni, Renjie Liang, You Qin, Yi Nian, Zhengzhong Tu, Xiyang Hu, Yue Zhao | Published: 2025-03-08 | Updated: 2025-03-17
ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack
Authors: Meiyu Lin, Haichuan Zhang, Jiale Lao, Renyuan Li, Yuanchun Zhou, Carl Yang, Yang Cao, Mingjie Tang | Published: 2025-03-07 | Updated: 2025-04-03
The Beginner’s Textbook for Fully Homomorphic Encryption
Authors: Ronny Ko | Published: 2025-03-07 | Updated: 2025-03-14
Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking
Authors: Yijie Xu, Aiwei Liu, Xuming Hu, Lijie Wen, Hui Xiong | Published: 2025-03-06 | Updated: 2025-03-15