機械学習技術

Securing WiFi Fingerprint-based Indoor Localization Systems from Malicious Access Points

Authors: Fariha Tanjim Shifat, Sayma Sarwar Ela, Mosarrat Jahan | Published: 2025-05-12
信頼性評価
機械学習技術
異常検出手法

Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption

Authors: Jordan Frery, Roman Bredehoft, Jakub Klemsa, Arthur Meyre, Andrei Stoian | Published: 2025-05-12
LLMセキュリティ
暗号技術
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

Layered Uploading for Quantum Convolutional Neural Networks

Authors: Grégoire Barrué, Tony Quertier, Orlane Zang | Published: 2024-04-15 | Updated: 2025-05-13
モデル設計
損失関数
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