The Analysis of Dimensionality Reduction Techniques in Cryptographic Object Code Classification
Conference
·
OSTI ID:984866
This paper compares the application of three different dimension reduction techniques to the problem of locating cryptography in compiled object code. A simple classi?er is used to compare dimension reduction via sorted covariance, principal component analysis, and correlation-based feature subset selection. The analysis concentrates on the classi?cation accuracy as the number of dimensions is increased.
- Research Organization:
- Idaho National Lab. (INL), Idaho Falls, ID (United States)
- Sponsoring Organization:
- OTHER
- DOE Contract Number:
- DE-AC07-05ID14517
- OSTI ID:
- 984866
- Report Number(s):
- INL/CON-09-17508; TRN: US201016%%1645
- Resource Relation:
- Conference: 3rd International Conference on Human System Interaction,Rzeszow, Poland,05/13/2010,05/15/2010
- Country of Publication:
- United States
- Language:
- English
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