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IEEE/ICACT20210214 Question.1
Questioner: shahram@ieee.org    2021-02-09 ¿ÀÈÄ 2:44:50
IEEE/ICACT20210214 Answer.1
Answer by Auhor baniyab@gram.edu   2021-02-09 ¿ÀÈÄ 2:44:50
Given that your feature selection works based on the existing training dataset, how would your proposed method perform if it is tested on an atypical attack (with new features), or a polymorphic attack that changes its features dynamically? Thank you for your genuine question Dr. Shahram, my understanding is that the attack pattern (polymorphic attack) somehow distinct (initially it may like normal when time progresses attack pattern deviated from normal traffic). Even, it may be different from than originally trained attack pattern. The trained model certainly recognized the attack (because it already learned the probably normal pattern too). However, it is hard to tell the exact prediction rate quantitatively (without experiment).

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