MalNet: A Large-Scale Image Database of Malicious Software

Author:

Freitas Scott1,Duggal Rahul1,Chau Duen Horng1

Affiliation:

1. Georgia Institute of Technology, Atlanta, GA, USA

Funder

NSF

Raytheon Company

IBM

Publisher

ACM

Reference54 articles.

1. 2018. Nokia Threat Intelligence Report. Network Security ( 2018 ). https://doi.org/10.1016/S1353--4858(18)30122--3 10.1016/S1353--4858(18)30122--3 2018. Nokia Threat Intelligence Report. Network Security (2018). https://doi.org/10.1016/S1353--4858(18)30122--3

2. AndroZoo

3. MSIC: Malware Spectrogram Image Classification

4. Roland Burks , Kazi Aminul Islam , Yan Lu, and Jiang Li. 2019 . Data Augmentation with Generative Models for Improved Malware Detection: A Comparative Study. In UEMCON. IEEE , 0660--0665. Roland Burks, Kazi Aminul Islam, Yan Lu, and Jiang Li. 2019. Data Augmentation with Generative Models for Improved Malware Detection: A Comparative Study. In UEMCON. IEEE, 0660--0665.

5. Ferhat Ozgur Catak , Javed Ahmed , Kevser Sahinbas , and Zahid Hussain Khand . 2020. Data Augmentation Based Malware Detection using Convolutional Neural Networks. arXiv preprint arXiv:2010.01862 ( 2020 ). Ferhat Ozgur Catak, Javed Ahmed, Kevser Sahinbas, and Zahid Hussain Khand. 2020. Data Augmentation Based Malware Detection using Convolutional Neural Networks. arXiv preprint arXiv:2010.01862 (2020).

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