6UNDERSTANDING MACHINE LEARNING–BASED MALWARE DETECTORS
With the open source machine learning tools available today, you can build custom, machine learning–based malware detection tools, whether as your primary detection tool or to supplement commercial solutions, with relatively little effort.
But why build your own machine learning tools when commercial antivirus solutions are already available? When you have access to examples of particular threats, such as malware used by a certain group of attackers targeting your network, building your own machine learning–based detection technologies can allow you to catch new examples of these threats. ...
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