Autoencoder-based feature learning for cyber security applications M Yousefi-Azar, V Varadharajan, L Hamey, U Tupakula 2017 International joint conference on neural networks (IJCNN), 3854-3861, 2017 | 388 | 2017 |
Text summarization using unsupervised deep learning M Yousefi-Azar, L Hamey Expert Systems with Applications 68, 93-105, 2017 | 273 | 2017 |
Malytics: A Malware Detection Scheme M Yousefi-Azar, L Hamey, V Varadharajanz, S Cheng 10.1109/ACCESS.2018.2864871, 2018 | 48 | 2018 |
Semi-supervised convolutional extreme learning machine M Yousefi-Azar, MD McDonnell 2017 International Joint Conference on Neural Networks (IJCNN), 1968-1974, 2017 | 12 | 2017 |
Learning latent byte-level feature representation for malware detection M Yousefi-Azar, L Hamey, V Varadharajan, S Chen Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 11 | 2018 |
Byte2vec: malware representation and feature selection for android M Yousefi-Azar, L Hamey, V Varadharajan, S Chen The Computer Journal 63 (8), 1125-1138, 2020 | 10 | 2020 |
Query-based single document summarization using an ensemble noisy auto-encoder MY Azar, K Sirts, D Molla, L Hamey Proceedings of the Australasian Language Technology Association Workshop …, 2015 | 10 | 2015 |
Fast, automatic and scalable learning to detect android malware M Yousefi-Azar, L Hamey, V Varadharajan, MD McDonnell Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 9 | 2017 |
A DCT based nonlinear predictive coding for feature extraction in speech recognition systems MY Azar, F Razzazi 2008 IEEE International Conference on Computational Intelligence for …, 2008 | 7 | 2008 |
MIFIBoost: Automatic byte n‐gram feature reranking for Android malware detection M Yousefi‐Azar, V Varadharajan, L Hamey, S Chen Software: Practice and Experience, 2021 | 6* | 2021 |
Unsupervised learning for security of enterprise networks by micro-segmentation M Yousefi-Azar, MA Kaafar, A Walker arXiv preprint arXiv:2003.11231, 2020 | 4 | 2020 |
A neural predictive coding feature extraction scheme in DCT domain for phoneme recognition M Yousefi Azar, F Razzazi Neural Computing and Applications 21, 565-574, 2012 | 3 | 2012 |
Query-oriented single-document summarization using unsupervised deep learning M Yousefiazar Macquarie University, 2022 | 2 | 2022 |
A Robust Frame-based Nonlinear Prediction System for Automatic Speech Coding M Yousefi-Azar, F Razzazi arXiv preprint arXiv:1601.06008, 2016 | 1 | 2016 |
Machine learning for automatic malware representation and analysis M Yousefiazar Macquarie University, 2022 | | 2022 |
Extremely Fast, Automatic and Scalable Learning to Detect Android Malware M Yousefi-Azar, L Hamey, V Varadharajan, MD McDonnell | | |