Ransomware classification and detection with machine learning algorithms M Masum, MJH Faruk, H Shahriar, K Qian, D Lo, MI Adnan 2022 IEEE 12th Annual Computing and Communication Workshop and Conference …, 2022 | 66 | 2022 |
Bayesian hyperparameter optimization for deep neural network-based network intrusion detection M Masum, H Shahriar, H Haddad, MJH Faruk, M Valero, MA Khan, ... 2021 IEEE International Conference on Big Data (Big Data), 5413-5419, 2021 | 42 | 2021 |
Evolution of quantum computing: A systematic survey on the use of quantum computing tools PB Upama, MJH Faruk, M Nazim, M Masum, H Shahriar, G Uddin, ... 2022 IEEE 46th Annual Computers, Software, and Applications Conference …, 2022 | 33 | 2022 |
Droid-NNet: Deep learning neural network for android malware detection M Masum, H Shahriar 2019 IEEE International Conference on Big Data (Big Data), 5789-5793, 2019 | 32 | 2019 |
Tl-nid: Deep neural network with transfer learning for network intrusion detection M Masum, H Shahriar 2020 15th International Conference for Internet Technology and Secured …, 2020 | 31 | 2020 |
DoT-Net: Document layout classification using texture-based CNN SC Kosaraju, M Masum, NZ Tsaku, P Patel, T Bayramoglu, G Modgil, ... 2019 International Conference on Document Analysis and Recognition (ICDAR …, 2019 | 29 | 2019 |
Comparative study of a mathematical epidemic model, statistical modeling, and deep learning for COVID-19 forecasting and management M Masum, MA Masud, MI Adnan, H Shahriar, S Kim Socio-Economic Planning Sciences 80, 101249, 2022 | 27 | 2022 |
Malicious URL detection using supervised machine learning techniques V Vundavalli, F Barsha, M Masum, H Shahriar, H Haddad 13th International Conference on Security of Information and Networks, 1-6, 2020 | 26 | 2020 |
r-LSTM: time series forecasting for covid-19 confirmed cases with LSTMbased framework M Masum, H Shahriar, HM Haddad, MS Alam 2020 IEEE international conference on big data (Big Data), 1374-1379, 2020 | 15 | 2020 |
Cyber fraud prediction with supervised machine learning techniques Z Li, H Zhang, M Masum, H Shahriar, H Haddad Proceedings of the 2020 ACM Southeast Conference, 176-180, 2020 | 15 | 2020 |
Quantum machine learning for software supply chain attacks: How far can we go? M Masum, M Nazim, MJH Faruk, H Shahriar, M Valero, MAH Khan, ... 2022 IEEE 46th Annual Computers, Software, and Applications Conference …, 2022 | 13 | 2022 |
Texture-based deep learning for effective histopathological cancer image classification NZ Tsaku, SC Kosaraju, T Aqila, M Masum, DH Song, AM Mondal, ... 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 13 | 2019 |
A transfer learning with deep neural network approach for network intrusion detection M Masum, H Shahriar International journal of intellligent computing research 12 (1), 2021 | 12 | 2021 |
Gene-and pathway-based deep neural network for multi-omics data integration to predict cancer survival outcomes J Hao, M Masum, JH Oh, M Kang Bioinformatics Research and Applications: 15th International Symposium …, 2019 | 11 | 2019 |
Software supply chain vulnerabilities detection in source code: Performance comparison between traditional and quantum machine learning algorithms MS Akter, MJH Faruk, N Anjum, M Masum, H Shahriar, N Sakib, ... 2022 IEEE International Conference on Big Data (Big Data), 5639-5645, 2022 | 8 | 2022 |
Epileptic seizure detection for imbalanced datasets using an integrated machine learning approach M Masum, H Shahriar, HM Haddad 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 8 | 2020 |
Authentic learning of machine learning to ransomware detection and prevention MJH Faruk, M Masum, H Shahriar, K Qian, D Lo 2022 IEEE 46th Annual Computers, Software, and Applications Conference …, 2022 | 7 | 2022 |
Actionable Knowledge Extraction Framework for COVID-19 M Masum, H Shahriar, HM Haddad, S Ahamed, S Sneha, M Rahman, ... 2020 IEEE International Conference on Big Data (Big Data), 4036-4041, 2020 | 7 | 2020 |
Systematic analysis of deep learning model for vulnerable code detection MTB Nazim, MJH Faruk, H Shahriar, MA Khan, M Masum, N Sakib, F Wu 2022 IEEE 46th Annual Computers, Software, and Applications Conference …, 2022 | 6 | 2022 |
A comparative study of machine learning-based autism spectrum disorder detection with feature importance analysis M Masum, I Nur, MJH Faruk, M Adnan, H Shahriar COMPSAC 2022: Computer Software and Applications Conference 3, 2022 | 6 | 2022 |