3 papers
cs.CR2026
Integrating APK Image and Text Data for Enhanced Threat Detection: A Multimodal Deep Learning Approach to Android Malware
Md Mashrur Arifin, Maqsudur Rahman, Nasir U. Eisty
As zero-day Android malware attacks grow more sophisticated, recent research highlights the effectiveness of using image-based representations of malware bytecode to detect previou…
cs.CR2024
A Survey on the Application of Generative Adversarial Networks in Cybersecurity: Prospective, Direction and Open Research Scopes
Md Mashrur Arifin, Md Shoaib Ahmed, Tanmai Kumar Ghosh +3
With the proliferation of Artificial Intelligence, there has been a massive increase in the amount of data required to be accumulated and disseminated digitally. As the data are av…
cs.CR2024
Survey and Analysis of IoT Operating Systems: A Comparative Study on the Effectiveness and Acquisition Time of Open Source Digital Forensics Tools
Jeffrey Fairbanks, Md Mashrur Arifin, Sadia Afreen +1
The main goal of this research project is to evaluate the effectiveness and speed of open-source forensic tools for digital evidence collecting from various Internet-of-Things (IoT…