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Phylogenetic Analysis of Software Using Cache Miss Statistics

Abstract: 

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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Paper Details

Authors:
Sebastiano Verde, Simone Milani, Giancarlo Calvagno
Submitted On:
8 May 2019 - 10:28am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Sebastiano Verde
Paper Code:
4526
Document Year:
2019
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Document Files

verde2019phylosoft

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[1] Sebastiano Verde, Simone Milani, Giancarlo Calvagno, "Phylogenetic Analysis of Software Using Cache Miss Statistics", IEEE SigPort, 2019. [Online]. Available: http://sigport.org/4035. Accessed: Oct. 14, 2019.
@article{4035-19,
url = {http://sigport.org/4035},
author = {Sebastiano Verde; Simone Milani; Giancarlo Calvagno },
publisher = {IEEE SigPort},
title = {Phylogenetic Analysis of Software Using Cache Miss Statistics},
year = {2019} }
TY - EJOUR
T1 - Phylogenetic Analysis of Software Using Cache Miss Statistics
AU - Sebastiano Verde; Simone Milani; Giancarlo Calvagno
PY - 2019
PB - IEEE SigPort
UR - http://sigport.org/4035
ER -
Sebastiano Verde, Simone Milani, Giancarlo Calvagno. (2019). Phylogenetic Analysis of Software Using Cache Miss Statistics. IEEE SigPort. http://sigport.org/4035
Sebastiano Verde, Simone Milani, Giancarlo Calvagno, 2019. Phylogenetic Analysis of Software Using Cache Miss Statistics. Available at: http://sigport.org/4035.
Sebastiano Verde, Simone Milani, Giancarlo Calvagno. (2019). "Phylogenetic Analysis of Software Using Cache Miss Statistics." Web.
1. Sebastiano Verde, Simone Milani, Giancarlo Calvagno. Phylogenetic Analysis of Software Using Cache Miss Statistics [Internet]. IEEE SigPort; 2019. Available from : http://sigport.org/4035