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Similarity-based Android Malware Detection Using Hamming Distance of Static Binary Features


Aug 13, 2019
Rahim Taheri, Meysam Ghahramani, Reza Javidan, Mohammad Shojafar, Zahra Pooranian, Mauro Conti

* 18 pages, 8 figures, 8 tables, FGCS Elsevier journal 

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On Defending Against Label Flipping Attacks on Malware Detection Systems


Aug 13, 2019
Rahim Taheri, Reza Javidan, Mohammad Shojafar, Zahra Pooranian, Ali Miri, Mauro Conti

* 19 pages, 6 figures, 2 tables, NCAA Springer Journal 

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Can Machine Learning Model with Static Features be Fooled: an Adversarial Machine Learning Approach


Apr 20, 2019
Rahim Taheri, Reza Javidan, Mohammad Shojafar, Vinod P, Mauro Conti

* 20 pages, 6 figures, 5 tables 

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