Detecting Malicious PowerShell Commands using Deep Neural Networks

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Detecting Malicious PowerShell Commands using Deep Neural Networks

11 April 2018

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Papers citing "Detecting Malicious PowerShell Commands using Deep Neural Networks"

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Title
ShellCore: Automating Malicious IoT Software Detection by Using Shell Commands Representation Hisham Alasmary Afsah Anwar Ahmed A. Abusnaina Abdulrahman Alabduljabbar Mohammad Abuhamad An Wang Daehun Nyang Amro Awad David A. Mohaisen 21 12 0 26 Mar 2021
Peeler: Profiling Kernel-Level Events to Detect Ransomware Muhammad Ejaz Ahmed Hyoungshick Kim S. Çamtepe Surya Nepal 15 28 0 29 Jan 2021
Omni: Automated Ensemble with Unexpected Models against Adversarial Evasion Attack Rui Shu Tianpei Xia Laurie A. Williams Tim Menzies AAML 70 16 0 23 Nov 2020
AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings Amir Rubin Shay Kels Danny Hendler 47 2 0 23 May 2019
PowerDrive: Accurate De-Obfuscation and Analysis of PowerShell Malware Denis Ugarte Davide Maiorca Fabrizio Cara Giorgio Giacinto 21 24 0 23 Apr 2019
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection Jack W. Stokes Rakshit Agrawal Geoff McDonald Matthew J. Hausknecht 23 11 0 01 Apr 2019
Grammar Based Directed Testing of Machine Learning Systems Sakshi Udeshi Sudipta Chattopadhyay 74 15 0 26 Feb 2019
AST-Based Deep Learning for Detecting Malicious PowerShell Gili Rusak Abdullah Al-Dujaili Una-May O’Reilly 43 41 0 03 Oct 2018
Neural Classification of Malicious Scripts: A study with JavaScript and VBScript Jack W. Stokes Rakshit Agrawal Geoff McDonald 28 10 0 15 May 2018