Literature Database

VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities

Authors: Weizhe Wang, Wei Ma, Qiang Hu, Yao Zhang, Jianfei Sun, Bin Wu, Yang Liu, Guangquan Xu, Lingxiao Jiang | Published: 2025-09-03
Prompt Injection
Large Language Model
Vulnerability Analysis
2025.09.03 2025.09.05
Literature Database

A Comprehensive Guide to Differential Privacy: From Theory to User Expectations

Authors: Napsu Karmitsa, Antti Airola, Tapio Pahikkala, Tinja Pitkämäki | Published: 2025-09-03
Detection of Poison Data for Backdoor Attacks
Privacy Design Principles
Differential Privacy
2025.09.03 2025.09.05
Literature Database

PromptCOS: Towards System Prompt Copyright Auditing for LLMs via Content-level Output Similarity

Authors: Yuchen Yang, Yiming Li, Hongwei Yao, Enhao Huang, Shuo Shao, Bingrun Yang, Zhibo Wang, Dacheng Tao, Zhan Qin | Published: 2025-09-03
Prompt validation
Prompt leaking
Model Extraction Attack
2025.09.03 2025.09.05
Literature Database

EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint

Authors: Zhenhua Xu, Meng Han, Wenpeng Xing | Published: 2025-09-03
Disabling Safety Mechanisms of LLM
Data Protection Method
Prompt validation
2025.09.03 2025.09.05
Literature Database

E-PhishGen: Unlocking Novel Research in Phishing Email Detection

Authors: Luca Pajola, Eugenio Caripoti, Stefan Banzer, Simeone Pizzi, Mauro Conti, Giovanni Apruzzese | Published: 2025-09-01 | Updated: 2025-09-15
データセットの問題
Phishing Detection
Machine Learning
2025.09.01 2025.09.17
Literature Database

RepoMark: A Data-Usage Auditing Framework for Code Large Language Models

Authors: Wenjie Qu, Yuguang Zhou, Bo Wang, Yuexin Li, Lionel Z. Wang, Jinyuan Jia, Jiaheng Zhang | Published: 2025-08-29 | Updated: 2025-11-03
Privacy Protection
Information Flow Analysis
Digital Watermarking for Generative AI
2025.08.29 2025.11.05
Literature Database

PromptSleuth: Detecting Prompt Injection via Semantic Intent Invariance

Authors: Mengxiao Wang, Yuxuan Zhang, Guofei Gu | Published: 2025-08-28
Indirect Prompt Injection
Prompt Injection
Prompt validation
2025.08.28 2025.09.01
Literature Database

AI Agentic Vulnerability Injection And Transformation with Optimized Reasoning

Authors: Amine Lbath, Massih-Reza Amini, Aurelien Delaitre, Vadim Okun | Published: 2025-08-28
Poisoning attack on RAG
Indirect Prompt Injection
Vulnerability Analysis
2025.08.28 2025.09.01
Literature Database

Multi-Agent Penetration Testing AI for the Web

Authors: Isaac David, Arthur Gervais | Published: 2025-08-28
Indirect Prompt Injection
Security Testing
Vulnerability Analysis
2025.08.28 2025.09.01
Literature Database

CyberSleuth: Autonomous Blue-Team LLM Agent for Web Attack Forensics

Authors: Stefano Fumero, Kai Huang, Matteo Boffa, Danilo Giordano, Marco Mellia, Zied Ben Houidi, Dario Rossi | Published: 2025-08-28
Indirect Prompt Injection
Website Vulnerability
フォレンジック調査
2025.08.28 2025.09.01
Literature Database
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