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Dataset for Bane or Boon: Measuring the effect of evasive malware on system call classifiers

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posted on 2024-09-18, 11:28 authored by Matthew NunesMatthew Nunes

This dataset contains all the log files produced by the Kernel Driver that we wrote and Cuckoo. The only file we used in the Cuckoo logs was report_replace.json. This is a summarised version of the traditional report.json file provided by Cuckoo. The Kernel Driver produces one log file for each system call hooked. It writes a newline to the file (with some data) each time that call is made. The name.txt file within the Kernel data contains the name of the malicious/benign process that was run and it's process ID.

Research results based upon these data are published at https://doi.org/10.1016/j.jisa.2022.103202


Funding

Measuring the utility of Kernel and User level data for Dynamic Malware Analysis (2015-10-01 - 2019-09-30); Nunes, Matthew. Funder: Engineering and Physical Sciences Research Council

DTP - Cardiff University (2015) (2015-10-01 - 2019-09-30); Phillips, Rhian. Funder: Engineering and Physical Sciences Research Council

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