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Leon Goldberg
Visualizing CI/CD
An attacker’s perspective
CI/CD in a Nutshell
Monthly executions of CI/CD
pipelines worldwide (Jenkins)
58m
34m
17m
8m
3m
0.9m
https://stats.jenkins.io/jenkins-stats/svg/svgs.html
Defenders think in lists.
Attackers think in graphs.
As long as this is true,
attackers win.”
– John Lambert, Distinguished Engineer and General Manager,
Microsoft Threat Intelligence Center
“
Who am I?
Leon Goldberg
Chief Architect
Cider Security
SCM
SCM
CI
SCM Integration
Artifact Management
SCM Integration
Artifact
Management
Deployment
SCM Integration
Artifact
Management Deployment
Live Environments
SCM Integration
Artifact
Management Deployment Production
Engineering Concepts & Considerations
1. Naive vs. intelligent relationships
2. Variance in graph resolution
3. User friendly vs. algorithmic nodes and edges
4. Vendor normalization
1. Naive vs. Intelligent Relationships
2. Variance in Graph Resolution
3. User-Friendly vs.
Algorithmic Nodes & Edges
4. Vendor Normalization
Customer Value
1. Enhanced visibility
2. Attack vector and blast radius discovery
3. Attack vector and blast radius simulations
4. Anomaly detection
1. Enhanced visibility
2. Attack Vector and Blast
Radius Discovery
3. Attack Vector and
Blast Radius Simulations
4. Anomaly detection
Main Takeaways
1. CI/CD is becoming increasingly popular,
yet it also is a vast and complex attack surface.
2. Attackers think in graphs – and this is indeed true
for the CI/CD attack surface as well.
3. For defenders to keep up, they need to adopt the
same mindset, and likewise think in graphs.
4. There are interesting challenges and considerations
in engineering and modeling CI/CD graphs…
5. …however, by successfully doing so, the attack
surface becomes significantly less intimidating!
Thank you!

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