Software Similarity and Classification
1st Edition
Published on 5. March 2012
XIV, 88 pages
978-1-4471-2909-7 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
London
United Kingdom
Publishing group
Springer London
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XIV, 88 p. 26 illus.
File size
4,73 MB
ISBN-13
978-1-4471-2909-7 (9781447129097)
DOI
10.1007/978-1-4471-2909-7
Schweitzer Classification
Other editions
Additional editions
Silvio Cesare | Yang Xiang
Software Similarity and Classification
Book
03/2012
1st Edition
Springer
€53.49
Shipment within 15-20 days
Content
Preface.- Acknowledgements.- Introduction.- Taxonomy of Program Features.- Program Transformations and Obfuscations.- Formal Methods of Program Analysis.- Static Analysis of Binaries.- Dynamic Analysis.- Feature Extraction.- Software Birthmark Similarity.- Software Similarity Searching and Classification.- Applications.- Future Trends and Conclusion.
