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Deviation Detection

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Manage episode 450764700 series 2805538
Content provided by mnemonic. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by mnemonic or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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.

Send us a text

  continue reading

Chapters

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)

142 episodes

Artwork
iconShare
 
Manage episode 450764700 series 2805538
Content provided by mnemonic. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by mnemonic or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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.

Send us a text

  continue reading

Chapters

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)

142 episodes

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