IoT Device Identification with Machine Learning: Common Pitfalls and Best Practices
Authors: Kahraman Kostas, Rabia Yasa Kostas | Published: 2026-01-28
Machine Learning Technology
Decision-Aware Trust Signal Alignment for SOC Alert Triage
Authors: Israt Jahan Chowdhury, Md Abu Yousuf Tanvir | Published: 2026-01-08
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
Securing WiFi Fingerprint-based Indoor Localization Systems from Malicious Access Points
Authors: Fariha Tanjim Shifat, Sayma Sarwar Ela, Mosarrat Jahan | Published: 2025-05-12
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
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
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
Acoustic Side-Channel Attacks on a Computer Mouse
Authors: Mauro Conti, Marin Duroyon, Gabriele Orazi, Gene Tsudik | Published: 2025-05-05
Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models
Authors: Ghazaleh SHirvani, Saeid Ghasemshirazi | Published: 2025-05-05
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