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Evaluation of steganalysis detection based on multi-objective decision making

  • 2013-09-16
  • 362.18KB
  • Points it Requires : 1

A multi-objective steganalysis detection evaluation method is proposed, and the application fields of steganalysis detection are analyzed. In view of the problem that the current steganalysis detection indicators are too rough, the steganalysis detection evaluation indicators are expanded and described. In combination with the different needs of steganalysis detection application fields, the mathematical programming method is used to optimize the 6 expanded indicators, including positive detection rate, negative detection rate, false alarm rate, missed alarm rate, detection speed, and applicability. According to the emphasis of the application on each evaluation indicator, the detection metric that is most suitable for the application field is found to make the steganalysis detection evaluation more objective and effective. Keywords: steganalysis detection evaluation; multi-objective decision-making; mathematical programming method

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