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Brno University of Technology

1. Plaskoň, Pavol. Rozšíření systému pro shlukovou analýzu binárních souborů: Improving an Existing System for Clustering Binary Files.

Degree: 2020, Brno University of Technology

The increase in the amount of information requires advanced processing of data. One of such methods is cluster analysis. It is a process of classification of objects based on their similarity. Anti-malware companies analyze large amount of files every day. In order to speed up their analysis, a cluster-analysis tool was implemented in AVG Technologies. The goal of this work is to improve this tool for clustering binary files by adding support and heuristics for cluster analysis of APK and DEX file formats. Apart from the newly added support for APK and DEX files, the tool has been extended to support cluster analysis of archives. Everything was tested and put into production. Advisors/Committee Members: Kolář, Dušan (advisor), Ryšavý, Ondřej (referee).

Subjects/Keywords: zhluková analýza; statická analýza; dynamická analýza; Android; APK; DEX; ZIP; cluster analysis; static analysis; dynamic analysis; Android; APK; DEX; ZIP

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APA (6th Edition):

Plaskoň, P. (2020). Rozšíření systému pro shlukovou analýzu binárních souborů: Improving an Existing System for Clustering Binary Files. (Thesis). Brno University of Technology. Retrieved from http://hdl.handle.net/11012/189784

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16th Edition):

Plaskoň, Pavol. “Rozšíření systému pro shlukovou analýzu binárních souborů: Improving an Existing System for Clustering Binary Files.” 2020. Thesis, Brno University of Technology. Accessed August 11, 2020. http://hdl.handle.net/11012/189784.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7th Edition):

Plaskoň, Pavol. “Rozšíření systému pro shlukovou analýzu binárních souborů: Improving an Existing System for Clustering Binary Files.” 2020. Web. 11 Aug 2020.

Vancouver:

Plaskoň P. Rozšíření systému pro shlukovou analýzu binárních souborů: Improving an Existing System for Clustering Binary Files. [Internet] [Thesis]. Brno University of Technology; 2020. [cited 2020 Aug 11]. Available from: http://hdl.handle.net/11012/189784.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Plaskoň P. Rozšíření systému pro shlukovou analýzu binárních souborů: Improving an Existing System for Clustering Binary Files. [Thesis]. Brno University of Technology; 2020. Available from: http://hdl.handle.net/11012/189784

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

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