[D] Malware Detection Analysis Using Machine Learning

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

InfluxDB - Power Real-Time Data Analytics at Scale
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  • MOTIF

  • The easiest place to start, in my super humble opinion, is the MOTIF dataset - which is "small" in the total number of samples but is one of the only high-quality labeled malware family datasets. Then you can look at a number of problems related to malware family detection/classification, on something small enough that you can work within school project resources, and have really real labels and quality.

  • ember

    Elastic Malware Benchmark for Empowering Researchers

  • Your other option is the EMBER dataset, which has pre-vectorized feature vectors available to use. Unfortunately, that is also quite limiting: there isn't much you can do with the vectorized data that hasn't already been done. But it would let you work with something much bigger scale for free.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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