Deviation Detection

mnemonic security podcast

In this episode, Robby is joined by Maximilian Heinemeyer, Chief Product Officer at Darktrace.

The conversation focuses on Max's perspective on detection engineering and the use of machine learning. He shares his opinion on the limitations of traditional, signature/behaviour-based detection methods and the challenges organisations face when building complex detection engineering systems.

Max contrasts these traditional approaches with the unsupervised machine learning techniques used by Darktrace, and describes the "aha moments" he experienced when seeing this technology work in its early days.

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فصول

1. Deviation Detection (00:00:00)

2. Revolutionizing Cybersecurity With AI (00:00:03)

3. AI in Cybersecurity (00:06:35)

4. Enhancing Cybersecurity Detection Accuracy (00:16:34)

5. Responding to Novel Threats With AI (00:23:21)

6. AI vs Best Cybersecurity Platforms (00:35:17)