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Phylogenetic Analysis of Software Using Cache Miss Statistics

Citation Author(s):
Sebastiano Verde, Simone Milani, Giancarlo Calvagno
Submitted by:
Sebastiano Verde
Last updated:
8 May 2019 - 10:28am
Document Type:
Poster
Document Year:
2019
Event:
Presenters:
Sebastiano Verde
Paper Code:
4526
 

While the phylogenetic analysis of multimedia documents keeps being investigated, some recent studies have shown the possibility of re-using the same strategies to analyze the evolution of computer programs (Software Phylogeny), considering its several applications spanning from copyright enforcement to malware detection.

This work presents a solution for reconstructing the phylogenetic dependencies among different releases of a given program. The proposed method collects cache miss statistics during the program execution, builds a dissimilarity matrix from the results, and then estimates the corresponding Software Phylogenetic Tree (SPT) using a refined minimum spanning tree algorithm.

https://ieeexplore.ieee.org/abstract/document/8683834

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