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Thread: Machine learning for malware detection and classification

  1. #1

    Lightbulb Machine learning for malware detection and classification

    This article provides a step by step approach from ground up to devising your own malware classifier using machine learning fundamentals.

    Naive Bayes Rule, statistics and ranking algos.

    This is more like AV - Heuristics and other methods that dont have to depend exclusively on signatures, which are little more than file specific fingerprints based on byte pattern hashes or format anomalies that are boiled down to a detection checklist. However, this is still not a 100 percent perfected method though enougl calibration will certainly provide a workable and reliable enough engine. This discussion should encourage you to build your own variations and share their results

    Link 1 : http://resources.infosecinstitute.com/machine-learning-naive-bayes-rule-for-malware-detection-and-classification/
    Link 2 : http://resources.infosecinstitute.com/naive-bayes-rule-building-your-own-malware-classifier-ii/
    Link 3 : http://resources.infosecinstitute.com/machine-learning-part-3-ranking/

  2. #2

    Hmm. I am not sure if you are new... cos I am as well

    Quote Originally Posted by ELECTRIC4 View Post
    Were is the button to write a new post????????????
    To answer your query - Please register and then log in. After which in the relevant forum post/thread you can certainly locate the button to your left side towards the end of the post window. I hope that does it

  3. #3
    Teach, Not Flame Kayaker's Avatar
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    Thank you for your posts encryptedmind.
    This ELECTRIC4 has been banned as a spammer after posting 7 duplicate pieces of crap like you quoted.
    You are welcome here, he was not.

    Regards,
    Kayaker

  4. #4

    Glad to be part of this forum.

    Thanks for your welcome, Kayaker

    Best,
    VSRM




    Quote Originally Posted by Kayaker View Post
    Thank you for your posts encryptedmind.

    This ELECTRIC4 has been banned as a spammer after posting 7 duplicate pieces of crap like you quoted.
    You are welcome here, he was not.

    Regards,
    Kayaker

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