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Software Similarity and Classification: SpringerBriefs in Computer Science

Autor Silvio Cesare, Yang Xiang
en Limba Engleză Paperback – 14 mar 2012
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.
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Specificații

ISBN-13: 9781447129080
ISBN-10: 1447129083
Pagini: 109
Ilustrații: XIV, 88 p. 26 illus.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.16 kg
Ediția:2012
Editura: SPRINGER LONDON
Colecția Springer
Seria SpringerBriefs in Computer Science

Locul publicării:London, United Kingdom

Public țintă

Research

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

The first book to construct a theory to describe the problems in software similarity and classification Includes supplementary material: sn.pub/extras