Would you like to have the world's most accurate malware label predictor? RJ #BoozAllen has you covered w/ ClarAVy: A Tool for Scalable and Accurate Malware Family Labeling, arxiv.org/abs/2502.02759 work 🧵👇 to appear at thewebconf.org
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You start with AV reports from your friendly neighborhood @virustotal.bsky.social , but you get conflicting answers /info that is unstandardized from every AV, what do you do?
But plurality voting like everyone else is lame. We want to be Bayesian about it, and scale up Independent Bayesian Classifier Combination to handle sparse data like we have - with the world's fastest and most scalable implementation!
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I'm skipping a lot of nitty gritty details on how to make this over 10% more accurate then the next best option! So you should read them at arxiv.org/abs/2502.02759 and check RJ out int he future at TheWebConf !