Cloud Security Testing
Typical delivery
3–5 business days
Why this matters
A single misconfigured bucket can leak your entire model pipeline. We review the cloud infrastructure hosting your AI workloads across all three major providers.
From publicly exposed storage to overly permissive IAM roles, we find the misconfigurations that lead to real breaches — and show you how to fix each one.
How Vynox tests
- IAM privilege escalation path mapping
- Public exposure review (S3, storage, snapshots)
- Network and security group configuration analysis
- Secrets management and key rotation review
- AI workload isolation and pipeline access review
What's at stake if this goes untested
Pipeline compromise
Exposed buckets leak models, weights, and training data.
Account takeover
IAM escalation chains reach admin from a low-priv key.
Lateral movement
Flat networks let one breach become a full compromise.
Silent exposure
Public snapshots and AMIs leak data without any alert.
Frequently asked questions
Which cloud providers do you test?
AWS, GCP, and Azure. We review IAM privilege escalation paths, public exposure (S3, storage, snapshots), network and security group configuration, secrets management, and AI workload isolation across all three.
Is this a configuration review or active testing?
Both. We map misconfigurations and then validate exploitable paths — for example, chaining a low-privilege key to admin access — so you see real risk, not just a checklist of settings.
Why does cloud security matter for AI workloads?
A single misconfigured bucket can leak your entire model pipeline — weights, training data, and code. Overly permissive IAM and public snapshots expose AI assets silently, without triggering any alert.
Your AI Ships Fast. Attackers Move Faster.
Book a 30-minute call. We'll map your AI attack surface, scope the right engagement, and give you a clear picture of what an attacker would find — before they do.