AIセキュリティポータルbot

A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network

Authors: Haoxiang Luo, Gang Sun, Yinqiu Liu, Dongcheng Zhao, Dusit Niyato, Hongfang Yu, Schahram Dustdar | Published: 2025-05-08
ビザンチン合意メカニズム
モデルDoS
信頼性評価

An Agent-Based Modeling Approach to Free-Text Keyboard Dynamics for Continuous Authentication

Authors: Roberto Dillon, Arushi | Published: 2025-05-08
タイピング行動モデル
ユーザー特性
機械学習の応用

Federated Learning for Cyber Physical Systems: A Comprehensive Survey

Authors: Minh K. Quan, Pubudu N. Pathirana, Mayuri Wijayasundara, Sujeeva Setunge, Dinh C. Nguyen, Christopher G. Brinton, David J. Love, H. Vincent Poor | Published: 2025-05-08
分散型FL-CPS
機械学習の応用
連合学習

OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models

Authors: Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu | Published: 2025-05-07
トークン識別手法
モデルDoS
性能評価

Weaponizing Language Models for Cybersecurity Offensive Operations: Automating Vulnerability Assessment Report Validation; A Review Paper

Authors: Abdulrahman S Almuhaidib, Azlan Mohd Zain, Zalmiyah Zakaria, Izyan Izzati Kamsani, Abdulaziz S Almuhaidib | Published: 2025-05-07
LLMセキュリティ
脆弱性分析

AutoPatch: Multi-Agent Framework for Patching Real-World CVE Vulnerabilities

Authors: Minjae Seo, Wonwoo Choi, Myoungsung You, Seungwon Shin | Published: 2025-05-07
RAG
モデルDoS
脆弱性分析

LLMs’ Suitability for Network Security: A Case Study of STRIDE Threat Modeling

Authors: AbdulAziz AbdulGhaffar, Ashraf Matrawy | Published: 2025-05-07
LLMセキュリティ
性能評価
脆弱性分析

LlamaFirewall: An open source guardrail system for building secure AI agents

Authors: Sahana Chennabasappa, Cyrus Nikolaidis, Daniel Song, David Molnar, Stephanie Ding, Shengye Wan, Spencer Whitman, Lauren Deason, Nicholas Doucette, Abraham Montilla, Alekhya Gampa, Beto de Paola, Dominik Gabi, James Crnkovich, Jean-Christophe Testud, Kat He, Rashnil Chaturvedi, Wu Zhou, Joshua Saxe | Published: 2025-05-06
LLMセキュリティ
アライメント
プロンプトインジェクション

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models

Authors: Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Kangjie Chen, Tianwei Zhang, Qingchuan Zhao, Guowen Xu | Published: 2025-05-06
RAGへのポイズニング攻撃
バックドア攻撃対策
敵対的学習

Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis

Authors: Fouad Trad, Ali Chehab | Published: 2025-05-06
フィッシング検出
モデル評価手法
機械学習アルゴリズム