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Machine learning for malware detection and classification

This forum focuses on analyzing malware and any aspects of dealing with packer protections.
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encryptedmind
Junior Member
Posts: 14
Joined: Thu Apr 04, 2013 9:04 pm

Machine learning for malware detection and classification

Post by encryptedmind »

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/m ... ification/
Link 2 : http://resources.infosecinstitute.com/n ... sifier-ii/
Link 3 : http://resources.infosecinstitute.com/m ... 3-ranking/
encryptedmind
Junior Member
Posts: 14
Joined: Thu Apr 04, 2013 9:04 pm

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

Post by encryptedmind »

ELECTRIC4 wrote: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 :)
User avatar
Kayaker
Posts: 4169
Joined: Thu Oct 26, 2000 11:00 am

Post by Kayaker »

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
encryptedmind
Junior Member
Posts: 14
Joined: Thu Apr 04, 2013 9:04 pm

Glad to be part of this forum.

Post by encryptedmind »

Thanks for your welcome, Kayaker :)

Best,
VSRM



Kayaker wrote: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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