Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features

13 August 2015

Papers citing "Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features"

8 / 58 papers shown

Title
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning Xinyun Chen Chang-rui Liu Bo Li Kimberly Lu D. Song AAML SILM 44 1,808 0 15 Dec 2017
Malware Detection by Eating a Whole EXE Edward Raff Jon Barker Jared Sylvester Robert Brandon Bryan Catanzaro Charles K. Nicholas 38 538 0 25 Oct 2017
Survey of Machine Learning Techniques for Malware Analysis Daniele Ucci Leonardo Aniello R. Baldoni 24 293 0 23 Oct 2017
Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17) Shuo Wang Leandro L. Minku Nitesh Chawla Xin Yao AI4TS 11 5 0 28 Jul 2017
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections Hsien-De Huang Hung-Yu kao AAML 24 147 0 12 May 2017
Small Boxes Big Data: A Deep Learning Approach to Optimize Variable Sized Bin Packing Feng Mao E. Blanco Mingang Fu Rohit Jain Anurag Gupta Sebastien Mancel Rong Yuan Stephen D. Guo Sai Kumar Yayang Tian 22 17 0 14 Feb 2017
Adversary Resistant Deep Neural Networks with an Application to Malware Detection Qinglong Wang Wenbo Guo Kaixuan Zhang Alexander Ororbia Masashi Sugiyama C. Lee Giles Xue Liu AAML 27 173 0 05 Oct 2016
Improving Zero-Day Malware Testing Methodology Using Statistically Significant Time-Lagged Test Samples Konstantin Berlin Joshua Saxe 14 4 0 02 Aug 2016