A two-stage intrusion detection system with auto-encoder and LSTMs E Mushtaq, A Zameer, M Umer, AA Abbasi Applied Soft Computing 121, 108768, 2022 | 99 | 2022 |
A two-stage stacked ensemble intrusion detection system using five base classifiers and MLP with optimal feature selection E Mushtaq, A Zameer, A Khan Microprocessors and Microsystems 94, 104660, 2022 | 27 | 2022 |
Knacks of a hybrid anomaly detection model using deep auto-encoder driven gated recurrent unit E Mushtaq, A Zameer, R Nasir Computer Networks 226, 109681, 2023 | 16 | 2023 |
A comparative study of machine learning models for malware detection E Mushtaq, F Shahid, A Zameer 2022 19th International Bhurban Conference on Applied Sciences and …, 2022 | 2 | 2022 |
Cost-sensitive stacked long short-term memory with an evolutionary framework for minority class detection AA Abbasi, A Zameer, E Mushtaq, MAZ Raja Applied Soft Computing 165, 112098, 2024 | | 2024 |