TrendLabs: Uncovering Unknown Threats With Human-Readable Machine Learning

Through a system of classification that uses machine learning technology to analyze unknown files, we can determine whether they are benign or malicious in nature. This human-readable machine learning system, as well as other pertinent findings on large-scale global download events, is discussed in more detail in our research paper titled Exploring the Long Tail of (Malicious) Software Downloads.

REF: https://blog.trendmicro.com/trendlabs-security-intelligence/uncovering-unknown-threats-with-human-readable-machine-learning/