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Mahmood Yousefi-Azar
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2020 – today
- 2021
- [j5]Mahmood Yousefi-Azar
, Vijay Varadharajan, Len Hamey
, Shiping Chen
:
Mutual Information and Feature Importance Gradient Boosting: Automatic byte n-gram feature reranking for Android malware detection. Softw. Pract. Exp. 51(7): 1518-1539 (2021) - 2020
- [j4]Mahmood Yousefi-Azar
, Len Hamey
, Vijay Varadharajan, Shiping Chen
:
Byte2vec: Malware Representation and Feature Selection for Android. Comput. J. 63(8): 1125-1138 (2020) - [i3]Mahmood Yousefi-Azar, Mohamed Ali Kâafar, Andy Walker:
Unsupervised Learning for security of Enterprise networks by micro-segmentation. CoRR abs/2003.11231 (2020)
2010 – 2019
- 2018
- [j3]Mahmood Yousefi-Azar
, Leonard G. C. Hamey
, Vijay Varadharajan
, Shiping Chen
:
Malytics: A Malware Detection Scheme. IEEE Access 6: 49418-49431 (2018) - [c5]Mahmood Yousefi-Azar
, Len Hamey
, Vijay Varadharajan
, Shiping Chen
:
Learning Latent Byte-Level Feature Representation for Malware Detection. ICONIP (4) 2018: 568-578 - [i2]Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shiping Chen:
Malytics: A Malware Detection Scheme. CoRR abs/1803.03465 (2018) - 2017
- [j2]Mahmood Yousefi-Azar
, Len Hamey
:
Text summarization using unsupervised deep learning. Expert Syst. Appl. 68: 93-105 (2017) - [c4]Mahmood Yousefi-Azar
, Len Hamey
, Vijay Varadharajan
, Mark D. McDonnell
:
Fast, Automatic and Scalable Learning to Detect Android Malware. ICONIP (5) 2017: 848-857 - [c3]Mahmood Yousefi-Azar
, Mark D. McDonnell
:
Semi-supervised convolutional extreme learning machine. IJCNN 2017: 1968-1974 - [c2]Mahmood Yousefi-Azar
, Vijay Varadharajan
, Len Hamey
, Udaya Kiran Tupakula
:
Autoencoder-based feature learning for cyber security applications. IJCNN 2017: 3854-3861 - 2016
- [i1]Mahmood Yousefi-Azar, Farbod Razzazi:
A Robust Frame-based Nonlinear Prediction System for Automatic Speech Coding. CoRR abs/1601.06008 (2016) - 2015
- [c1]Mahmood Yousefi-Azar, Kairit Sirts, Len Hamey, Diego Mollá Aliod:
Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder. ALTA 2015: 2-10 - 2012
- [j1]Mahmood Yousefi-Azar
, Farbod Razzazi
:
A neural predictive coding feature extraction scheme in DCT domain for phoneme recognition. Neural Comput. Appl. 21(3): 565-574 (2012)
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