Published November 7, 2022 | Version v1
Poster Open

Poster: MUSTARD - Adaptive Behavioral Analysis for Ransomware Detection

  • 1. NEC Laboratories Europe

Description

Behavioural analysis based on filesystem operations is one of the most promising approaches for the detection of ransomware. Nonetheless, tracking all the operations on all the files for all the processes can introduce a significant overhead on the monitored system. We present MUSTARD, a solution to dynamically adapt the degree of monitoring for each process based on their behaviour to achieve a reduction of monitoring resources for the benign processes.

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2022_mustard_preprint.pdf

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Additional details

Funding

European Commission
PALANTIR – Practical Autonomous Cyberhealth for resilient SMEs & Microenterprises 883335
European Commission
MARSAL – MACHINE LEARNING-BASED, NETWORKING AND COMPUTING INFRASTRUCTURE RESOURCE MANAGEMENT OF 5G AND BEYOND INTELLIGENT NETWORKS 101017171