A Multi-Tier Streaming Analytics Model of 0-Day Ransomware Detection Using Machine Learning

Authors :: Hiba Zuhair
Ali Selamat
Ondrej Krejcar
Source :: Applied Sciences, Vol 10, Iss 3210, p 3210 (2020), Applied Sciences, Volume 10, Issue 9
Publication Year :: 2020
Publisher :: MDPI AG, 2020.
Abstract: Keywords: crypto-ransomware<br />locker-ransomware<br />static analysis<br />dynamic analysis<br />machine learning.

Subjects :: Computer science
InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL
Mistake
02 engineering and technology
Machine learning
computer.software_genre
lcsh:Technology
lcsh:Chemistry
0202 electrical engineering, electronic engineering, information engineering
Information system
Ransomware
General Materials Science
Instrumentation
lcsh:QH301-705.5
Fluid Flow and Transfer Processes
Thesaurus (information retrieval)
business.industry
lcsh:T
Process Chemistry and Technology
General Engineering
TheoryofComputation_GENERAL
020206 networking & telecommunications
Static analysis
lcsh:QC1-999
Computer Science Applications
n/a
lcsh:Biology (General)
lcsh:QD1-999
Analytics
lcsh:TA1-2040
ComputingMethodologies_DOCUMENTANDTEXTPROCESSING
Malware
020201 artificial intelligence & image processing
The Internet
Artificial intelligence
business
lcsh:Engineering (General). Civil engineering (General)
computer
lcsh:Physics

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