ab-test-setup
FreePlan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Assess cloud infrastructure for IAM privilege escalation, public storage exposure, open security groups, and IaC security gaps across AWS, Azure, and GCP with MITRE ATT&CK mapping.
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Cloud security posture assessment for IAM privilege escalation, public storage exposure, network misconfiguration, and IaC security gaps. This is NOT incident response for active cloud compromise (see incident-response) or application scanning (see security-pen-testing).
# IAM privilege escalation analysis
python3 scripts/cloud_posture_check.py policy.json --check iam --json
# S3 public access assessment
python3 scripts/cloud_posture_check.py bucket_config.json --check s3 --json
# Security group open port analysis
python3 scripts/cloud_posture_check.py sg.json --check sg --json
# All checks with severity modifier
python3 scripts/cloud_posture_check.py config.json --check all \
--provider aws --severity-modifier internet-facing --json
Exit codes: 0 = no high/critical, 1 = high (remediate in 24h), 2 = critical (remediate immediately).
Severity modifiers: Use --severity-modifier internet-facing for public resources, --severity-modifier regulated-data for PCI/HIPAA/GDPR workloads. Both bump severity by one level.
Critical privilege escalation patterns:
| Pattern | Key Action Combination |
|---|---|
| Lambda PassRole escalation | iam:PassRole + lambda:CreateFunction |
| EC2 instance profile abuse | iam:PassRole + ec2:RunInstances |
| Self-attach policy escalation | iam:AttachUserPolicy + sts:GetCallerIdentity |
| Policy version backdoor | iam:CreatePolicyVersion + iam:ListPolicies |
| Credential harvesting | iam:CreateAccessKey + iam:ListUsers |
Full escalation combos, severity guide, and least privilege recommendations: references/cspm-checks.md
| Check | Critical Condition |
|---|---|
| Public access block | Any of four flags missing/false |
| Bucket ACL | public-read-write |
| Bucket policy | Principal: "*" with Allow |
| Default encryption | No encryption configuration |
| Port | Service | Severity (0.0.0.0/0) |
|---|---|---|
| 22 | SSH | Critical |
| 3389 | RDP | Critical |
| 3306/5432/27017 | Databases | High |
| 6379/9200 | Redis/Elasticsearch | High |
| 0-65535 | All traffic | Critical |
Catch misconfigurations at definition time in Terraform, CloudFormation, Kubernetes manifests, and Helm charts. Integrate into CI/CD as a pre-apply gate.
Verdict: FAIL if any finding is Critical or High; CONCERNS if only Medium or Low findings remain; PASS if nothing actionable turned up. Apply the severity modifier first: an internet-facing or regulated-data resource raises the finding's severity before the verdict is taken.
| Check Type | AWS | Azure | GCP |
|---|---|---|---|
| IAM privilege escalation | Full | Partial | Partial |
| Storage public access | Full | Partial | Partial |
| Network exposure | Full | Partial | Partial |
| IaC scanning | Full | Partial | Partial |
| Skill | Relationship |
|---|---|
| incident-response | Critical findings may trigger incident classification |
| threat-detection | Over-permissioned roles are lateral movement hunting targets |
| red-team | Cloud misconfigurations become attack path targets |
| security-pen-testing | Cloud findings feed into infrastructure security assessments |
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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