| Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation (SHAP) K Roshan, A Zafar arXiv preprint arXiv:2112.08442, 2021 | 33 | 2021 |
| Deep learning approaches for anomaly and intrusion detection in computer network: A review K Roshan, A Zafar Cyber Security and Digital Forensics: Proceedings of ICCSDF 2021, 551-563, 2022 | 15 | 2022 |
| Using kernel SHAP XAI method to optimize the network anomaly detection model K Roshan, A Zafar 2022 9th International Conference on Computing for Sustainable Global …, 2022 | 11 | 2022 |
| A novel deep learning based model to defend network intrusion detection system against adversarial attacks K Roshan, A Zafar, SBU Haque 2023 10th International Conference on Computing for Sustainable Global …, 2023 | 10 | 2023 |
| An optimized auto-encoder based approach for detecting zero-day cyber-attacks in computer network K Roshan, A Zafar 2021 5th International Conference on Information Systems and Computer …, 2021 | 8 | 2021 |
| Untargeted white-box adversarial attack with heuristic defence methods in real-time deep learning based network intrusion detection system K Roshan, A Zafar, SBU Haque Computer Communications 218, 97-113, 2024 | 7 | 2024 |
| Security vulnerability in face mask monitoring system SBU Haque, A Zafar, K Roshan 2023 10th International Conference on Computing for Sustainable Global …, 2023 | 7 | 2023 |
| A systematic review of deep learning approaches for computer network and information security K Roshan, A Zafar High Performance Computing and Networking: Select Proceedings of CHSN 2021 …, 2022 | 7 | 2022 |
| Ensemble adaptive online machine learning in data stream: a case study in cyber intrusion detection system K Roshan, A Zafar International Journal of Information Technology, 1-14, 2024 | 2 | 2024 |
| Black-box Adversarial Transferability: An Empirical Study in Cybersecurity Perspective MK Roshan, A Zafar Computers & Security, 103853, 2024 | | 2024 |
| Boosting robustness of network intrusion detection systems: A novel two phase defense strategy against untargeted white-box optimization adversarial attack MK Roshan, A Zafar Expert Systems with Applications, 123567, 2024 | | 2024 |
| AE‐Integrated: Real‐time network intrusion detection with Apache Kafka and autoencoder K Roshan, A Zafar Concurrency and Computation: Practice and Experience, e8034, 2024 | | 2024 |
| A Novel Approach ForUnknown Attack Detection In Computer Network K Ahmad, A Zafar, K Roshan NeuroQuantology 20 (22), 3532, 2022 | | 2022 |
Aasim ZafarProfessor of Computer Science, Aligarh Muslim UniversityVerified email at amu.ac.in
