Search Based Clustering for Protecting Software with Diversified Updates

Conference paper


Ceccato, Mariano, Falcarin, P., Cabutto, Alessandro, Frezghi, Yosief Weldezghi and Staicu, Cristian-Alexandru 2016. Search Based Clustering for Protecting Software with Diversified Updates. 8th International Symposium on Search Based Software Engineering (SSBSE 2016). Raleigh, NC, USA 08 - 10 Oct 2016 Springer. https://doi.org/10.1007/978-3-319-47106-8_11
AuthorsCeccato, Mariano, Falcarin, P., Cabutto, Alessandro, Frezghi, Yosief Weldezghi and Staicu, Cristian-Alexandru
TypeConference paper
Abstract

Reverse engineering is usually the stepping stone of a variety of at-tacks aiming at identifying sensitive information (keys, credentials, data, algo-rithms) or vulnerabilities and flaws for broader exploitation. Software applica-tions are usually deployed as identical binary code installed on millions of com-puters, enabling an adversary to develop a generic reverse-engineering strategy that, if working on one code instance, could be applied to crack all the other in-stances. A solution to mitigate this problem is represented by Software Diversity, which aims at creating several structurally different (but functionally equivalent) binary code versions out of the same source code, so that even if a successful attack can be elaborated for one version, it should not work on a diversified ver-sion. In this paper, we address the problem of maximizing software diversity from a search-based optimization point of view. The program to protect is subject to a catalogue of transformations to generate many candidate versions. The problem of selecting the subset of most diversified versions to be deployed is formulated as an optimisation problem, that we tackle with different search heuristics. We show the applicability of this approach on some popular Android apps.

Year2016
Conference8th International Symposium on Search Based Software Engineering (SSBSE 2016)
PublisherSpringer
Accepted author manuscript
License
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Anyone
Publication dates
Print24 Sep 2016
Publication process dates
Deposited06 Oct 2016
Journal citation9962, pp. 159-175
ISSN1611-3349
0302-9743
Book titleSearch Based Software Engineering
Book editorSarro, F.
Deb, K.
ISBN978-3-319-47105-1
978-3-319-47106-8
FunderEuropean Union Seventh Framework Programme
Digital Object Identifier (DOI)https://doi.org/10.1007/978-3-319-47106-8_11
Web address (URL)http://dx.doi.org/10.1007/978-3-319-47106-8_11
Copyright holder© Springer International Publishing AG 2016
Copyright informationThe final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-47106-8_11
SeriesLecture Notes in Computer Science
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