About: A Roadmap for Improving the Impact of Anti-Ransomware Research

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Attributes	Values
type	http://eprints.org/ontology/ConferenceItemEPrint http://eprints.org/ontology/EPrint Article Academic Article
seeAlso	HTML Summary of #76942 A Roadmap for Improving the Impact of Anti-Ransomware Research
sameAs	A Roadmap for Improving the Impact of Anti-Ransomware Research
http://www.loc.gov...erms/relators/EDT	Willard Rafnsson René Rydhof Hansen Aslan Askarov
http://eprints.org/ontology/hasAccepted	A Roadmap for Improving the Impact of Anti-Ransomware Research (PDF)
http://eprints.org/ontology/hasDocument	A Roadmap for Improving the Impact of Anti-Ransomware Research (PDF) A Roadmap for Improving the Impact of Anti-Ransomware Research (Other) A Roadmap for Improving the Impact of Anti-Ransomware Research (Other) A Roadmap for Improving the Impact of Anti-Ransomware Research (Other) A Roadmap for Improving the Impact of Anti-Ransomware Research (Other) A Roadmap for Improving the Impact of Anti-Ransomware Research (Other)
dc:hasVersion	A Roadmap for Improving the Impact of Anti-Ransomware Research (PDF)
Title	A Roadmap for Improving the Impact of Anti-Ransomware Research
described by	https://demo.openlinksw.com/about/id/entity/https/raw.githubusercontent.com/annajordanous/CO644Files/main/export_kar_RDFN3.n3
Date	2019-11-13
Creator	Calvin Brierley Jamie Pont Budi Arief J. Hernandez-Castro Osama Abu Oun
status	peer reviewed published
Publisher	Springer
abstract	Ransomware is a type of malware which restricts access to a victim’s computing resources and demands a ransom in order to restore access. This is a continually growing and costly threat across the globe, therefore efforts have been made both in academia and industry to develop techniques that can help to detect and recover from ransomware attacks. This paper aims to provide an overview of the current landscape of Windows-based anti-ransomware tools and techniques, using a clear, simple and consistent terminology in terms of Data Sources, Processing and Actions. We extensively analysed relevant literature so that, to the best of our knowledge, we had at the time covered all approaches taken to detect and recover from ransomware attacks. We grouped these techniques according to their main features as a way to understand the landscape. We then selected 15 existing anti-ransomware tools both to examine how they fit into this landscape and to compare them by aggregating their accuracy and overhead – two of the most important selection criteria of these tools – as reported by the tools’ respective authors. We were able to determine popular solutions and unexplored gaps that could lead to promising areas of anti-ransomware development. From there, we propose two novel detection techniques, namely serial byte correlation and edit distance. This paper serves as a much needed roadmap of knowledge and ideas to systematise the current landscape of anti-ransomware tools.
Is Part Of	Financial Cryptography and Data Security https://kar.kent.ac.uk/id/repository
list of authors	https://kar.kent.ac.uk/id/eprint/76942#authors
list of editors	https://kar.kent.ac.uk/id/eprint/76942#editors
presented at	NordSec 2019: The 24th Nordic Conference on Secure IT Systems
volume	11875
is topic of	https://raw.githubusercontent.com/annajordanous/CO644Files/main/export_kar_RDFN3.n3
is primary topic of	HTML Summary of #76942 A Roadmap for Improving the Impact of Anti-Ransomware Research

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