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Avast AI Research Lab

Articles by author

Russian disinformation spreading across the globe

Disinformation on the internet is global — that's the fundamental challenge with stopping it.

17 Jun 2022 min read

Using machine learning for the fast verification of contested antivirus decisions

This is how Avast collects a stream of potential false detections and swiftly reacts to them

13 Jan 2022 min read

Catching malware red-handed: Behavioral threat fingerprinting

With this approach, we've introduced an additional layer of threat analysis explainability, which helps increase the protection that we provide to our users

23 Dec 2021 min read

Is it malware or clean? Well, it depends on a plethora of diverse features

Avast researchers use a general feature-blind learning framework for fast detection of novel malware based on diverse data sources

18 Oct 2021 min read

Machine learning explainability: Spotlight on machine data

Breaking down the importance of explainability in machine learning

18 Aug 2021 min read

Avast researchers fight malware by processing machine data with next-gen machine learning

New research from Avast and Czech Technical University applies automated feature extraction to machine learning to automate data processing pipelines

9 Jul 2021 min read

Additional authors

Abby Miller

Adolf Streda and Jakub Kaloc

Adolf Streda & Jan Sirmer

Agathe Neulet

Albert Soriano Grande

Alena Nohová

Alexej Savčin

Alison Johansen

Allan Thomson

Andre Munhoz Pinto

Andy Tobin

Armin Wasicek

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