機械学習技術

Breaking Semantic-Aware Watermarks via LLM-Guided Coherence-Preserving Semantic Injection

Authors: Zheng Gao, Xiaoyu Li, Zhicheng Bao, Xiaoyan Feng, Jiaojiao Jiang | Published: 2026-02-25
ウォーターマーキング
テキスト生成手法
機械学習技術

Jolt Atlas: Verifiable Inference via Lookup Arguments in Zero Knowledge

Authors: Wyatt Benno, Alberto Centelles, Antoine Douchet, Khalil Gibran | Published: 2026-02-19
安全な算術計算
機械学習技術
透かし

IoT Device Identification with Machine Learning: Common Pitfalls and Best Practices

Authors: Kahraman Kostas, Rabia Yasa Kostas | Published: 2026-01-28
IoTデバイス識別
データ保護手法
機械学習技術

Decision-Aware Trust Signal Alignment for SOC Alert Triage

Authors: Israt Jahan Chowdhury, Md Abu Yousuf Tanvir | Published: 2026-01-08
コスト感度閾値
信号処理技術
機械学習技術

Enhanced Web Payload Classification Using WAMM: An AI-Based Framework for Dataset Refinement and Model Evaluation

Authors: Heba Osama, Omar Elebiary, Youssef Qassim, Mohamed Amgad, Ahmed Maghawry, Ahmed Saafan, Haitham Ghalwash | Published: 2025-12-29
SQLインジェクション攻撃検出
データ前処理
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