Khushnaseeb Roshan

Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP) pdf

Aasim Zafar, Khushnaseeb Roshan, Aasim Zafar, 2021, International journal of Computer Networks & Communications.

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

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

A Novel Deep Learning based Model to Defend Network Intrusion Detection System against Adversarial Attacks

Aasim Zafar, Khushnaseeb Roshan, Shiekh Burhan Ul Haque, 2023, 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom).

Deep Learning Approaches for Anomaly and Intrusion Detection in Computer Network: A Review

Aasim Zafar, Khushnaseeb Roshan, Aasim Zafar, 2021, Lecture Notes on Data Engineering and Communications Technologies.

Untargeted White-box Adversarial Attack with Heuristic Defence Methods in Real-time Deep Learning based Network Intrusion Detection System

Aasim Zafar, Khushnaseeb Roshan, Sheikh Burhan Ul Haque, 2023, Computer Communications.