Why I'm not Sold on Machine Learning in Autonomous Security: Some Hard Realities on the Limitations of Machine Learning in Autonomous netsec

Tell me if you’ve heard this: there is a new advanced network intrusion device that uses modern, super-smart Machine Learning (ML) to root out known and unknown intrusions. The IDS device is so smart, it learns what’s normal on your network and does not immediately inform you when it sees an anomaly. Or maybe it’s an intrusion prevention system..

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New to Autonomous Security? The Components, The Reality, and What You Can Do Today.

Autonomy is just another word for automating decisions. And we can make cyber more autonomous. This has been proven in in-depth scientific work in top-tier research venues, a 2016 public demonstration by DARPA(the Defense Advanced Research Projects Agency), and new industry tools.

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