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Classroom Contents
Finding the Needles in a Haystack - Identifying Suspicious Behaviors with eBPF
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- 1 Intro
- 2 The challenges
- 3 Different approaches
- 4 Introducing Extended Berkeley Packet Filter (eBPF)
- 5 How it works
- 6 Linux kernel diagram
- 7 How GD is using eBPF
- 8 Getting started with eBPF
- 9 eBPF Advantages & Disadvantages
- 10 Common eBPF use cases
- 11 eBPF @ Amazon
- 12 Why eBPF for GuardDuty
- 13 System Call Tracing with eBPF
- 14 System Call Tracing - Avoiding Race Conditions
- 15 Rich Container and Process Context
- 16 Collected Metadata Kernel and Userspace
- 17 Monitored Events
- 18 On-Host Versus Backend Processing
- 19 Example Scenario Command Injection Exploitation
- 20 Example Scenario Detections
- 21 Actionable Detections
- 22 Summary
