Author:Mehmmet Amin

Publications
ML and DL Approaches for DDoS Detection in SDN Maria Kin, James Rajez, Renee Alvez, H Kong, Elvard John, Dela Ahar and Mehmmet Amin EasyChair Preprint 15541
Privacy-Preserving Data Generation Using Randomized Mixing Techniques Elvard John, Maria Kin, Li Wang, Samul Tick, Reza Murad and Mehmmet Amin EasyChair Preprint 15524
Mathematics in Machine Learning: the Foundation of Intelligent Systems Samul Tick, Maria Kin, Lilyana Starlingford, James Kan, Li Wei, Mo Zhang and Mehmmet Amin EasyChair Preprint 15507
An In-Depth Exploration of Deep Learning Mo Zhang, Behdad Jafari, Amin Bagheri, James Rajez and Mehmmet Amin EasyChair Preprint 15495
Evaluating Machine Learning and Deep Learning Techniques for Effective DDoS Detection in Software-Defined Networks Li Wang, Maria Kin, James Rajez, Elvard John, Samul Tick and Mehmmet Amin EasyChair Preprint 15494
Enhancing Machine Learning Models: a Comparative Analysis of Approaches and Techniques Maria Kin, Elvard John, Aarav Thakurani and Mehmmet Amin EasyChair Preprint 15490
Privacy-Enhanced Dataset Synthesis Using Randomized Mixing: a Novel Algorithmic Framework Wang Jiaying Jiaying, Li Wei, Mehrdad Kazemi, Emily Wilson and Mehmmet Amin EasyChair Preprint 15489
Advancing Graph Anomaly Detection with Energy-Based Models: a Comprehensive Framework Reza Mehri, Amin Bagheri, Behdad Jafari, Mahnaz Amini, Mobina Bagheri and Mehmmet Amin EasyChair Preprint 15485
A Novel Hybrid Algorithm for Efficient Anomaly Detection Using Machine Learning and Optimization Techniques James Rajez, Mo Zhang and Mehmmet Amin EasyChair Preprint 15470
Transfer Learning for Graph Anomaly Detection Using Energy-Based Models Lilyana Starlingford, Aarav Thakurani and Mehmmet Amin EasyChair Preprint 15464
Optimizing IP Network Configuration Management with XML and Machine Learning Techniques Maria Kin, Elvard John and Mehmmet Amin EasyChair Preprint 15454
A Comprehensive Mathematical Framework for Machine Learning-Based Anomaly Detection Mehmmet Amin and Samul Tick EasyChair Preprint 15452

Keyphrases

adaptive systems, Algorithms⁵, analysis, anomaly detection, CNN, Configuration Management, data privacy², dataset synthesis², deep learning³, differential privacy², EBMs, energy-based models, graph anomaly detection², Graph Neural Networks, graphs, hybrid algorithm, machine learning⁸, math, model³, network², neural networks, Optimization², outlier detection, Particle Swarm Optimization, Privacy-Preserving Algorithms², Randomized Mixing², Reinforcement Learning, RNN, Software Define Network², SVM, Transfer Learning.