Software Similarity and Classification

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Software similarity and classification is an emerging topic with wide applications. It is applicable to the areas of malware detection, software theft detection, plagiarism detection, and software clone detection. Extracting program features, processing those features into suitable representations, and constructing distance metrics to define similarity and dissimilarity are the key methods to identify software variants, clones, derivatives, and classes of software. Software Similarity and Classification reviews the literature of those core concepts, in addition to relevant literature in each application and demonstrates that considering these applied problems as a similarity and classification problem enables techniques to be shared between areas. Additionally, the authors present in-depth case studies using the software similarity and classification techniques developed throughout the book.

Author(s): Silvio Cesare, Yang Xiang (auth.)
Series: SpringerBriefs in Computer Science
Edition: 1
Publisher: Springer-Verlag London
Year: 2012

Language: English
Commentary: Correct bookmarks, cover, pagination
Pages: 88
Tags: Systems and Data Security; Legal Aspects of Computing

Front Matter....Pages i-xiv
Introduction....Pages 1-6
Taxonomy of Program Features....Pages 7-16
Program Transformations and Obfuscations....Pages 17-28
Formal Methods of Program Analysis....Pages 29-39
Static Analysis of Binaries....Pages 41-49
Dynamic Analysis....Pages 51-56
Feature Extraction....Pages 57-61
Software Birthmark Similarity....Pages 63-70
Software Similarity Searching and Classification....Pages 71-75
Applications....Pages 77-86
Future Trends and Conclusion....Pages 87-88