Khushnaseeb Roshan

Utilizing XAI Technique to Improve Autoencoder based Model for Computer Network Anomaly Detection with Shapley Additive Explanation(SHAP)

Khushnaseeb Roshan, Aasim Zafar · International journal of Computer Networks & Communications · 2021 · 77 citations · Full text

Computing, Computer Science, Cybersecurity +16

Untargeted white-box adversarial attack with heuristic defence methods in real-time deep learning based network intrusion detection system

Khushnaseeb Roshan, Aasim Zafar, Shiekh Burhan Ul Haque · Computer Communications · 2023 · 64 citations · Full text

Computing, Computer Engineering, Computer Science +17

Using Kernel SHAP XAI Method to Optimize the Network Anomaly Detection Model

Khushnaseeb Roshan, Aasim Zafar · 2022 9th International Conference on Computing for Sustainable Global Development (INDIACom) · 2022 · 50 citations

Computing, Computer Science, Artificial Intelligence +16

Boosting robustness of network intrusion detection systems: A novel two phase defense strategy against untargeted white-box optimization adversarial attack

Khushnaseeb Roshan, Aasim Zafar · Expert Systems with Applications · 2024 · 35 citations

Computing, Computer Engineering, Computer Science +16

Ensemble adaptive online machine learning in data stream: a case study in cyber intrusion detection system

Khushnaseeb Roshan, Aasim Zafar · International Journal of Information Technology · 2024 · 33 citations

Computing, Computer Science, Cybersecurity +17