3 citations · 5 across the 4 of their papers we have counts for
6 papers
A Quantitative Analysis of Graph Representation Strategies for Cyber Attack Detection
Ali Melih Kanca, Ilker Turker
Graph based cyber attack detection studies employ various graph construction and representation strategies across different cybersecurity application domains. This diversity motiva…
A Multi Method Importance and Performance Efficiency Analysis of Topological Metrics for Natural Visibility Graph Based Cyber Attack Detection
Ali Melih Kanca, Ilker Turker
Natural Visibility Graph (NVG) based analysis characterizes network traffic through topological descriptors reflecting different structural properties. However, not all descriptors…
Topological Signatures of Cyber-Attack Classes in Natural Visibility Graph Representations of Network Traffic
Ali Melih Kanca, Ilker Turker
Natural Visibility Graph (NVG)-based representations provide a promising approach for capturing structural patterns in sequential network traffic. However, whether different cyber-…
Association rule mining with earthquake data collected from Turkiye region
Baha Alturan, Ilker Turker
Earthquakes are evaluated among the most destructive disasters for human beings, as also experienced for Turkiye region. Data science has the property of discovering hidden pattern…
Scientific Impact of Graph-Based Approaches in Deep Learning Studies -- A Bibliometric Comparison
Ilker Turker, Serhat Orkun Tan
Applying graph-based approaches in deep learning receives more attention over time. This study presents statistical analysis on the use of graph-based approaches in deep learning a…
Machine Learning vs. Deep Learning in 5G Networks -- A Comparison of Scientific Impact
Ilker Turker, Serhat Orkun Tan
Introduction of fifth generation (5G) wireless network technology has matched the crucial need for high capacity and speed needs of the new generation mobile applications. Recent a…