機械学習アルゴリズム

AI-driven Intrusion Detection for UAV in Smart Urban Ecosystems: A Comprehensive Survey

Authors: Abdullah Khanfor, Raby Hamadi, Noureddine Lasla, Hakim Ghazzai | Published: 2026-01-27
UAVセキュリティ
データ収集
機械学習アルゴリズム

CAFE-GB: Scalable and Stable Feature Selection for Malware Detection via Chunk-wise Aggregated Gradient Boosting

Authors: Ajvad Haneef K, Karan Kuwar Singh, Madhu Kumar S D | Published: 2026-01-22
機械学習アルゴリズム
特徴選択手法
解釈可能性

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

Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries

Authors: Furkan Çolhak, Hasan Coşkun, Tsafac Nkombong Regine Cyrille, Tedi Hoxa, Mert İlhan Ecevit, Mehmet Nafiz Aydın | Published: 2025-04-02
モデル性能評価
機械学習アルゴリズム
自動車ネットワークセキュリティ

Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code

Authors: Roxane Cohen, Robin David, Florian Yger, Fabrice Rossi | Published: 2025-04-02
グラフ機械学習の説明可能性
モデル性能評価
機械学習アルゴリズム

Machine Learning for Encrypted Malicious Traffic Detection: Approaches, Datasets and Comparative Study

Authors: Zihao Wang, Kar-Wai Fok, Vrizlynn L. L. Thing | Published: 2022-03-17
データ管理システム
パフォーマンス評価
機械学習アルゴリズム

Secure Routine: A Routine-Based Algorithm for Drivers Identification

Authors: Davide Micale, Gianpiero Costantino, Ilaria Matteucci, Giuseppe Patanè, Giampaolo Bella | Published: 2021-12-12
機械学習アルゴリズム
機械学習技術
特徴抽出手法

Using Static and Dynamic Malware features to perform Malware Ascription

Authors: Jashanpreet Singh Sraw, Keshav Kumar | Published: 2021-12-05
マルウェア検出手法
機械学習アルゴリズム
静的分析

A tool to support the investigation and visualization of cyber and/or physical incidents

Authors: Inês Macedo, Sinan Wanous, Nuno Oliveira, Orlando Sousa, Isabel Praça | Published: 2021-12-02
システム観測性
データ管理システム
機械学習アルゴリズム

Third-Party Hardware IP Assurance against Trojans through Supervised Learning and Post-processing

Authors: Pravin Gaikwad, Jonathan Cruz, Prabuddha Chakraborty, Swarup Bhunia, Tamzidul Hoque | Published: 2021-11-29
トレーニングデータ生成
ハードウェアトロイの検出
機械学習アルゴリズム