The Landscape of Memorization in LLMs: Mechanisms, Measurement, and Mitigation
Authors: Alexander Xiong, Xuandong Zhao, Aneesh Pappu, Dawn Song | Published: 2025-07-08
Prompt leaking
Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection
Authors: Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Chun Zuo | Published: 2025-06-23
Watermarking LLM-Generated Datasets in Downstream Tasks
Authors: Yugeng Liu, Tianshuo Cong, Michael Backes, Zheng Li, Yang Zhang | Published: 2025-06-16
Using LLMs for Security Advisory Investigations: How Far Are We?
Authors: Bayu Fedra Abdullah, Yusuf Sulistyo Nugroho, Brittany Reid, Raula Gaikovina Kula, Kazumasa Shimari, Kenichi Matsumoto | Published: 2025-06-16
Detecting Hard-Coded Credentials in Software Repositories via LLMs
Authors: Chidera Biringa, Gokhan Kul | Published: 2025-06-16
ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark
Authors: Kangwei Liu, Siyuan Cheng, Bozhong Tian, Xiaozhuan Liang, Yuyang Yin, Meng Han, Ningyu Zhang, Bryan Hooi, Xi Chen, Shumin Deng | Published: 2025-06-12
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks
Authors: Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li | Published: 2025-06-12
Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation
Authors: Jaechul Roh, Varun Gandhi, Shivani Anilkumar, Arin Garg | Published: 2025-06-08 | Updated: 2025-06-12
Blind Spot Navigation: Evolutionary Discovery of Sensitive Semantic Concepts for LVLMs
Authors: Zihao Pan, Yu Tong, Weibin Wu, Jingyi Wang, Lifeng Chen, Zhe Zhao, Jiajia Wei, Yitong Qiao, Zibin Zheng | Published: 2025-05-21
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
Authors: Zhiyuan Wei, Jing Sun, Zijian Zhang, Zhe Hou, Zixiao Zhao | Published: 2025-05-21 | Updated: 2025-05-22