August 2019
Intermediate to advanced
342 pages
9h 35m
English
Content preview from Hands-On Artificial Intelligence for Cybersecurity
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Assessing your AI Arsenal
In addition to evaluating the effectiveness of their algorithms, it is also important to know the techniques that attackers exploit to evade Our AI-empowered tools. Only in this way is it possible to gain a realistic idea of the effectiveness and reliability of the solutions adopted. Also, the aspects related to the scalability of the solutions must be taken into consideration, along with their continuous monitoring, in order to guarantee reliability.
In this chapter, we will learn about the following:
- How attackers leverage Artificial Intelligence (AI) to evade Machine Learning (ML) anomaly detectors
- The challenges we face when implementing ML anomaly detection
- How to test our solutions for data and model quality ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.