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
スマートコントラクト脆弱性
Prompt leaking
Large Language Model
2025.06.23 2025.06.25
Literature Database

Watermarking LLM-Generated Datasets in Downstream Tasks

Authors: Yugeng Liu, Tianshuo Cong, Michael Backes, Zheng Li, Yang Zhang | Published: 2025-06-16
Prompt leaking
Model Protection Methods
Digital Watermarking for Generative AI
2025.06.16 2025.06.18
Literature Database

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
Advice Provision
Hallucination
Prompt leaking
2025.06.16 2025.06.18
Literature Database

Detecting Hard-Coded Credentials in Software Repositories via LLMs

Authors: Chidera Biringa, Gokhan Kul | Published: 2025-06-16
Software Security
Performance Evaluation
Prompt leaking
2025.06.16 2025.06.18
Literature Database

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
Data Collection Method
Prompt leaking
Calculation of Output Harmfulness
2025.06.12 2025.06.14
Literature Database

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
Privacy Protection Method
Prompt Injection
Prompt leaking
2025.06.12 2025.06.14
Literature Database

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
Performance Evaluation
Prompt Injection
Prompt leaking
2025.06.08 2025.06.14
Literature Database

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
Text Generation Method
Prompt leaking
Vulnerability of Visualization
2025.05.21 2025.05.28
Literature Database

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
RAG
Prompt leaking
Dynamic Analysis
2025.05.21 2025.05.28
Literature Database

Fragments to Facts: Partial-Information Fragment Inference from LLMs

Authors: Lucas Rosenblatt, Bin Han, Robert Wolfe, Bill Howe | Published: 2025-05-20
Privacy Leakage
Prompt leaking
Threats of Medical AI
2025.05.20 2025.05.28
Literature Database
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