Literature Database

A Systematic Evaluation of Parameter-Efficient Fine-Tuning Methods for the Security of Code LLMs

Authors: Kiho Lee, Jungkon Kim, Doowon Kim, Hyoungshick Kim | Published: 2025-09-16
コード生成手法
Backdoor Detection
脆弱性検出手法

Yet Another Watermark for Large Language Models

Authors: Siyuan Bao, Ying Shi, Zhiguang Yang, Hanzhou Wu, Xinpeng Zhang | Published: 2025-09-16
Prompt leaking
Large Language Model
Watermarking Technology

Time-Constrained Intelligent Adversaries for Automation Vulnerability Testing: A Multi-Robot Patrol Case Study

Authors: James C. Ward, Alex Bott, Connor York, Edmund R. Hunt | Published: 2025-09-15
Model Extraction Attack
Taxonomy of Attacks
脆弱性検出手法

NeuroStrike: Neuron-Level Attacks on Aligned LLMs

Authors: Lichao Wu, Sasha Behrouzi, Mohamadreza Rostami, Maximilian Thang, Stjepan Picek, Ahmad-Reza Sadeghi | Published: 2025-09-15
Prompt Injection
Large Language Model
安全性メカニズムの分析

An Unsupervised Learning Approach For A Reliable Profiling Of Cyber Threat Actors Reported Globally Based On Complete Contextual Information Of Cyber Attacks

Authors: Sawera Shahid, Umara Noor, Zahid Rashid | Published: 2025-09-15
Algorithm
Malware Classification
攻撃戦略分析

Inducing Uncertainty for Test-Time Privacy

Authors: Muhammad H. Ashiq, Peter Triantafillou, Hung Yun Tseng, Grigoris G. Chrysos | Published: 2025-09-15
Algorithm
Data Curation
Model evaluation methods

Cyber Threat Hunting: Non-Parametric Mining of Attack Patterns from Cyber Threat Intelligence for Precise Threats Attribution

Authors: Rimsha Kanwal, Umara Noor, Zafar Iqbal, Zahid Rashid | Published: 2025-09-15
Algorithm
脅威モデリング自動化
Federated Learning

SoK: How Sensor Attacks Disrupt Autonomous Vehicles: An End-to-end Analysis, Challenges, and Missed Threats

Authors: Qingzhao Zhang, Shaocheng Luo, Z. Morley Mao, Miroslav Pajic, Michael K. Reiter | Published: 2025-09-14 | Updated: 2025-09-16
システムエラープロパゲーション
Prompt Injection
Attack Type

SME-TEAM: Leveraging Trust and Ethics for Secure and Responsible Use of AI and LLMs in SMEs

Authors: Iqbal H. Sarker, Helge Janicke, Ahmad Mohsin, Leandros Maglaras | Published: 2025-09-12 | Updated: 2025-11-05
人間とAIの協力
Creation of Fair AI Models
Transparency and Verification

Bridging the Gap in Phishing Detection: A Comprehensive Phishing Dataset Collector

Authors: Aditya Kulkarni, Shahil Manishbhai Patel, Shivam Pradip Tirmare, Vivek Balachandran, Tamal Das | Published: 2025-09-11
Algorithm
Data Collection Method
Phishing Detection