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Content Provider | IEEE Xplore Digital Library |
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Author | Daly, T. Burns, L. |
Copyright Year | 2010 |
Abstract | This paper introduces a new architecture for automating the generalization of program structure and the recognition of common patterns in the area of malware analysis. By using massively parallel processing on large malware program sets we can recognize common code sequences, such as loop constructs, if-then-else structures, and subroutine calls. We can also recognize common subroutine sequences. The Concordia architecture generalizes the recognized elements so they can be collected into invariant forms. The invariant forms can be used by the analyst to understand the program being analyzed. The invariant forms can also be used to classify large numbers of programs automatically. |
Starting Page | 1 |
Ending Page | 8 |
File Size | 401128 |
Page Count | 8 |
File Format | |
ISBN | 9781424455096 |
ISSN | 15301605 |
e-ISBN | 9781424455102 |
DOI | 10.1109/HICSS.2010.115 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2010-01-05 |
Publisher Place | USA |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Computer architecture Algorithms Software engineering Physics Pattern recognition Pattern analysis Parallel processing Reverse engineering Supervised learning Unsupervised learning |
Content Type | Text |
Resource Type | Article |
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