Visualizing windows executable viruses using self-organizing maps

VizSEC/DMSEC '04: Proceedings of the 2004 ACM Workshop on Visualization and Data Mining for Computer Security

Volumn , Issue , 2004, Pages 82-89

  Yoo, Inseon ^a  

^a UNIVERSITY OF FRIBOURG   (Switzerland)

Author keywords

Self Organizing Maps; Visualization; Windows Executable Viruses

Indexed keywords

ALGORITHMS; CODES (SYMBOLS); COMPUTER PROGRAM LISTINGS; COMPUTER SOFTWARE; COMPUTER VISION; CONFORMAL MAPPING; SUPERVISORY AND EXECUTIVE PROGRAMS; TOPOLOGY; VECTORS; VISUALIZATION;

GENETIC CODES; SELF-ORGANIZING MAPS (SOM); VIRUS CODES; WINDOWS EXECUTABLE VIRUSES;

COMPUTER VIRUSES;

EID: 20444452578     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1029208.1029222     Document Type: Conference Paper

References (7)

1. Esa Alhoniemi, Johan Himberg, Jukka Parviainen and Juha Vesanto: SOM Toolbox 2.0, a software library for Matlab, SOM Toolbox team, Laboratory of Computer and Information Science, Finland, 2002.
2. Teuvo Kohonen: Self-Organizing Maps, Springer, Berlin, Heidelberg, 1995.
3. Teuvo Kohonen: Comparison of SOM Point Densities Based on Different Criteria, Neural Computation, 11(8), pp.2081-2095, 1999.
4. MATHWORKS: The Mathworks, Inc., MATLAB, 2003.
5. M.Samamura: W95.CIH, Volume Expanded Threat List and Virus Encyclopaedia, Symantec Antivirus Researcdh Center, 1998.
6. Charles P.Pfleeger: Security in Computing, International Edition, Second Edition, Prentice-Hall International, Inc., 1997.
7. R.Wang: Flash in the pan?, Virus Bulletin, Virus Analysis Library, 1998.