R-Sentry: Deception based ransomware detection using file access patterns

Computers and Electrical Engineering(2022)

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摘要
•Exponential increase in ransomware attacks indicates that the current detection mechanisms can still be bypassed. Most of the techniques developed use a reactive approach to detection which is based on responding to events after they have happened.•Since ransomware attacks are dealing with sensitive data and the encryption process is irreversible unless a ransom is paid, an early warning system which can defend against this type of malware is to be developed.•A deception-based method for early detection of ransomware by distributing honey files in various folders based on several criteria depending on the traversal patterns of ransomware is developed.
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关键词
Ransomware detection,File traversal,File access criteria,Deception,Honey file
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