Early Stage Malware Prediction Using Recurrent Neural Networks

Early Stage Malware Prediction Using Recurrent Neural Networks

11 August 2017

Papers citing "Early Stage Malware Prediction Using Recurrent Neural Networks"

16 / 16 papers shown

Title
A Comparison of Static, Dynamic, and Hybrid Analysis for Malware Detection Anusha Damodaran Fabio Di Troia C. A. Visaggio Thomas H. Austin Mark Stamp 40 380 0 13 Mar 2022
On Accurate and Reliable Anomaly Detection for Gas Turbine Combustors: A Deep Learning Approach Weizhong Yan Lijie Yu AI4CE 49 146 0 25 Aug 2019
Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers Ishai Rosenberg A. Shabtai Lior Rokach Yuval Elovici AAML 41 48 0 19 Jul 2017
Virtual Machine Introspection Based Malware Behavior Profiling and Family Grouping Shun-Wen Hsiao Yeali S. Sun Meng Chang Chen 19 8 0 04 May 2017
Adversarial Perturbations Against Deep Neural Networks for Malware Classification Kathrin Grosse Nicolas Papernot Praveen Manoharan Michael Backes Patrick McDaniel AAML 64 418 0 14 Jun 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 257 11,145 0 14 Mar 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.1K 16,931 0 16 Feb 2016
Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features Joshua Saxe Konstantin Berlin 47 622 0 13 Aug 2015
A Critical Review of Recurrent Neural Networks for Sequence Learning Zachary Chase Lipton John Berkowitz Charles Elkan 79 2,337 0 29 May 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 112 5,290 0 13 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 534 12,692 0 11 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 225 6,018 0 17 Nov 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 934 23,310 0 03 Jun 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 140 4,031 0 04 Aug 2013
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 333 7,923 0 13 Jun 2012