文献データベース

Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity

Authors: Shahroz Tariq, Ronal Singh, Mohan Baruwal Chhetri, Surya Nepal, Cecile Paris | Published: 2025-05-06
LLMとの協力効果
アライメント
参加者の質問分析

An LLM-based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks

Authors: Qi Qin, Xinye Cao, Guoshun Nan, Sihan Chen, Rushan Li, Li Su, Haitao Du, Qimei Cui, Pengxuan Mao, Xiaofeng Tao, Tony Q. S. Quek | Published: 2025-05-06
RAGへのポイズニング攻撃
セキュリティ戦略生成
自己進化型フレームワーク

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models

Authors: Hoang Cuong Nguyen, Shahroz Tariq, Mohan Baruwal Chhetri, Bao Quoc Vo | Published: 2025-05-06
プロンプトリーキング
攻撃タイプ
攻撃の分類

Adversarial Sample Generation for Anomaly Detection in Industrial Control Systems

Authors: Abdul Mustafa, Muhammad Talha Khan, Muhammad Azmi Umer, Zaki Masood, Chuadhry Mujeeb Ahmed | Published: 2025-05-06
攻撃タイプ
敵対的サンプル
機械学習技術

Towards a standardized methodology and dataset for evaluating LLM-based digital forensic timeline analysis

Authors: Hudan Studiawan, Frank Breitinger, Mark Scanlon | Published: 2025-05-06
LLM性能評価
大規模言語モデル
評価手法

Acoustic Side-Channel Attacks on a Computer Mouse

Authors: Mauro Conti, Marin Duroyon, Gabriele Orazi, Gene Tsudik | Published: 2025-05-05
ユーザー行動の変化
機械学習技術
音声認識システム

Unveiling the Landscape of LLM Deployment in the Wild: An Empirical Study

Authors: Xinyi Hou, Jiahao Han, Yanjie Zhao, Haoyu Wang | Published: 2025-05-05
APIセキュリティ
インダイレクトプロンプトインジェクション
プロンプトリーキング

Bayesian Robust Aggregation for Federated Learning

Authors: Aleksandr Karakulev, Usama Zafar, Salman Toor, Prashant Singh | Published: 2025-05-05
グループベースの堅牢性
トリガーの検知
敵対的学習

Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models

Authors: Ghazaleh SHirvani, Saeid Ghasemshirazi | Published: 2025-05-05
オンライン学習
テキスト分類の応用
機械学習技術

Quantum Support Vector Regression for Robust Anomaly Detection

Authors: Kilian Tscharke, Maximilian Wendlinger, Sebastian Issel, Pascal Debus | Published: 2025-05-02 | Updated: 2025-05-13
モデルの頑健性保証
異常検出手法
量子機械学習の役割