Halit Bakır

DroidEncoder: Malware detection using auto-encoder based feature extractor and machine learning algorithms

Halit Bakır, Rezan Bakır · Computers & Electrical Engineering · 2023 · 52 citations

Evasion Technique, Machine Learning Algorithms, Feature Extractor +3

A comprehensive experimental study for analyzing the effects of data augmentation techniques on voice classification

Halit Bakır, Ayşe Nur Çayır, Tuğba Selcen Navruz · Multimedia Tools and Applications · 2023 · 30 citations · Full text

Evaluating the impact of tuned pre-trained architectures' feature maps on deep learning model performance for tomato disease detection

Halit Bakır · Multimedia Tools and Applications · 2023 · 28 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +9

Empirical Enhancement of Intrusion Detection Systems: A Comprehensive Approach with Genetic Algorithm-based Hyperparameter Tuning and Hybrid Feature Selection

Halit Bakır, Özlem Ceviz · Arabian Journal for Science and Engineering · 2024 · 27 citations · Full text

Engineering, Machine Learning, Information Security +19

Deep learning-based approach for detection of turbulence-induced distortions in free-space optical communication links

Halit Bakır, Kholoud Elmabruk · Physica Scripta · 2023 · 25 citations · Full text

Free-space Optical Network, Photonics, Engineering +13