Machine Learning Algorithm

Exponential-Family Membership Inference: From LiRA and RMIA to BaVarIA

Authors: Rickard Brännvall | Published: 2026-03-12
攻撃計画手法
Machine Learning Algorithm
Evaluation Method
2026.03.12 2026.03.14
Literature Database

Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks

Authors: Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphael Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila | Published: 2026-03-11
Certified Robustness
Machine Learning Algorithm
Evaluation Method
2026.03.11 2026.03.13
Literature Database

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 Security
Data Collection
Machine Learning Algorithm
2026.01.27 2026.01.29
Literature Database

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
Machine Learning Algorithm
Feature Selection Method
Interpretability
2026.01.22 2026.01.24
Literature Database

Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis

Authors: Fouad Trad, Ali Chehab | Published: 2025-05-06
Phishing Detection
Model evaluation methods
Machine Learning Algorithm
2025.05.06 2025.05.27
Literature Database

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 | Updated: 2025-04-03
Model Performance Evaluation
Machine Learning Algorithm
Automotive Network Security
2025.04.02 2025.05.27
Literature Database

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

Authors: Roxane Cohen, Robin David, Florian Yger, Fabrice Rossi | Published: 2025-04-02
Explainability of Graph Machine Learning
Model Performance Evaluation
Machine Learning Algorithm
2025.04.02 2025.05.27
Literature Database

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
Data Management System
Performance Evaluation
Machine Learning Algorithm
2022.03.17 2025.05.28
Literature Database

Secure Routine: A Routine-Based Algorithm for Drivers Identification

Authors: Davide Micale, Gianpiero Costantino, Ilaria Matteucci, Giuseppe Patanè, Giampaolo Bella | Published: 2021-12-12
Machine Learning Algorithm
Machine Learning Technology
Feature Extraction Method
2021.12.12 2025.05.28
Literature Database

Using Static and Dynamic Malware features to perform Malware Ascription

Authors: Jashanpreet Singh Sraw, Keshav Kumar | Published: 2021-12-05
Malware Detection Method
Machine Learning Algorithm
Static Analysis
2021.12.05 2025.05.28
Literature Database
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