他获得了理学学士学位 和M.S. 获得巴基斯坦Jamshoro信德大学的计算机科学学位。 他获得了中国电子科技大学（UESTC）的计算机科学与工程博士学位。 他的研究兴趣包括机器学习，深度学习，恶意软件检测，物联网（IoT）和区块链技术。

       List Of Publications

1.   Research on data mining of Permission-Induced Risk for Android IoT Devices.

2.   A Multimodal Malware Detection Technique for Android IoT Devices Using Various Features .

3.    Efficient and Deep Vehicle Re-Identification using Multi-Level Feature Extraction.

4.  An Adaptive Multi-Layer Botnet Detection Technique Using Machine Learning Classifiers

5.   Efficient Hybrid Clustering Scheme for Data Delivery using Internet of Things enabled Vehicular Ad Hoc Networks in Smart City Traffic Congestion.

6. Modelling Choice Selection System of a Public Sector General University in Pakistan.
7.  Simple and Efficient Computational Intelligence Strategies for Effective Collaborative Decisions

8.  Analysis of ResNet and GoogleNet models for malware detection

9. Optimizing a Deep Learning Model in order to have a Robust Neural Network Topology 

10.Malicious Code Detection based on Image Processing Using Deep Learning.

11. Effective and Explainable Detection of Android Malware based on Machine Learning Algorithms

12. MALICIOUS URL DETECTION USING MULTI-LAYER FILTERING MODEL.

13. Evaluating The Perfomance of Deep Neural Networks For Health Decision Making. 

14. Probabilistic Time Context FRAMEWORK for Big DATA COLLABORATIVE Recommendation 

15. Evaluating the Performance of ResNet Model Based on Image Recognition
16. ResNet model for Malicious Code Detection

17. Internet of things—smart traffic management system for smart cities using big data analytics

18. Internet A Hybrid Technique To Detect Botnets, Based on P2P Traffic Similarity .An Improved Convolutional Neural Network model for Intrusion Detection in Networks Internet A Hybrid Technique To Detect Botnets, Based on P2P Traffic Similarity .