I am multi-task person in the computer security research area and I had good opportunity to work with talented and smart persons in the realm of academic research. The outcomes of these collaborations are the published papers and technical reports. My research interested research scopes are all related topics which involved with computer security especially network-based systems security such as Intrusion Detection Systems (IDS), IoT Security, Malware analysis using Machine Learning and statistical pattern recognition techniques. I am currently working on a secure IoT environment by providing a good reference architecture for it. Beside that I am investigating an intelligent way to detect anomalies and attacks in IoT environment.

Therefore, feel free to contact me for setting an appointment 

Publications

Here you can find my publications that me and my colleagues has been done so far!

March 23, 2018

A deep Recurrent Neural Network based approach for Internet of Things malware threat hunting

Our paper just published in journal of Future Generation Computer Systems, Elsevier publications. In this paper we proposed a deep neural network technique for detecting IoT malwares […]
October 21, 2017

Intelligent OS X malware threat detection with code inspection

Our paper just published in Journal of Computer Virology and Hacking Techniques, Springer publication. This paper is very first researches in OS X malware detection based on […]
March 3, 2017

A Two-layer Dimension Reduction and Two-tier Classification Model for Anomaly-Based Intrusion Detection in IoT Backbone Networks

Our paper just published in IEEE Transaction on emerging topics on computing! Network anomaly detection is one of the most challenging fields in cyber security. Most […]
March 3, 2017

Two-tier network anomaly detection model: a machine learning approach

Journal of Intelligent Information Systems Network anomaly detection is one of the most challenging fields in cyber security. Most of the proposed techniques have high computation […]