機械学習技術

FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning

Authors: Zhihao Zeng, Ziquan Fang, Wei Shao, Lu Chen, Yunjun Gao | Published: 2025-05-08
プライバシー設計原則
モデル設計
機械学習技術

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

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

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

Leveraging VAE-Derived Latent Spaces for Enhanced Malware Detection with Machine Learning Classifiers

Authors: Bamidele Ajayi, Basel Barakat, Ken McGarry | Published: 2025-03-24 | Updated: 2025-04-30
マルウェア分類
性能低下の要因
機械学習技術

I Know What You Did Last Summer: Identifying VR User Activity Through VR Network Traffic

Authors: Sheikh Samit Muhaimin, Spyridon Mastorakis | Published: 2025-01-25 | Updated: 2025-05-05
アプリ分類手法
ユーザー行動の変化
機械学習技術

In-Context Unlearning: Language Models as Few Shot Unlearners

Authors: Martin Pawelczyk, Seth Neel, Himabindu Lakkaraju | Published: 2023-10-11 | Updated: 2024-06-06
データ漏洩
性能評価
機械学習技術

Compact: Approximating Complex Activation Functions for Secure Computation

Authors: Mazharul Islam, Sunpreet S. Arora, Rahul Chatterjee, Peter Rindal, Maliheh Shirvanian | Published: 2023-09-09 | Updated: 2024-03-17
MPCアルゴリズム
多者計算
機械学習技術

MONDEO: Multistage Botnet Detection

Authors: Duarte Dias, Bruno Sousa, Nuno Antunes | Published: 2023-08-31
効率性評価
未知の攻撃検出
機械学習技術

Conti Inc.: Understanding the Internal Discussions of a large Ransomware-as-a-Service Operator with Machine Learning

Authors: Estelle Ruellan, Masarah Paquet-Clouston, Sebastian Garcia | Published: 2023-08-30
トピックモデルの解釈
悪意のある行為者の分類
機械学習技術