Towards an Automated Pipeline for Detecting and Classifying Malware through Machine Learning

10 June 2021

Papers citing "Towards an Automated Pipeline for Detecting and Classifying Malware through Machine Learning"

6 / 6 papers shown

Title
AVClass2: Massive Malware Tag Extraction from AV Labels Silvia Sebastián Juan Caballero VLM 33 118 0 18 Jun 2020
A Survey of Machine Learning Methods and Challenges for Windows Malware Classification Edward Raff Charles K. Nicholas AAML 70 57 0 15 Jun 2020
Automatic Malware Description via Attribute Tagging and Similarity Embedding Felipe N. Ducau Ethan M. Rudd Tad M. Heppner Alex Long Konstantin Berlin 35 16 0 15 May 2019
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 202 9,479 0 09 Feb 2018
Malware Detection by Eating a Whole EXE Edward Raff Jon Barker Jared Sylvester Robert Brandon Bryan Catanzaro Charles K. Nicholas 71 546 0 25 Oct 2017
Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification Mansour Ahmadi Dmitry Ulyanov Stanislav Semenov Mikhail Trofimov Giorgio Giacinto 40 345 0 13 Nov 2015