Data Sources & Expected Outputs
A summary of key data sources and expected outputs for ShieldCraft AI. This document is standardized for Docusaurus display and clarity.
Data Sources
- Security Logs: CloudTrail, VPC Flow Logs, GuardDuty, CloudWatch, Syslog, Windows Event Logs
- Threat Feeds: Open-source threat intelligence, commercial feeds, STIX, TAXII, OSINT
- Cloud Events: AWS Config, S3 events, IAM changes, Lambda logs
- Application Logs: Web server logs, API Gateway logs, custom app logs
- Vulnerability Scans: Nessus, AWS Inspector, Snyk, Trivy
- Asset Inventory: CMDB, AWS Resource Inventory, network scans
- User/Identity Data: IAM, Okta, Active Directory, SSO logs
- Ticketing/Workflow: Jira, ServiceNow, incident response platforms
Expected Outputs
- Enriched Alerts: Prioritized, context-rich alerts for analyst review
- Incident Reports: Automated, audit-ready incident summaries
- Dashboards: Real-time and historical views of threats, trends, and KPIs
- Compliance Evidence: Automated evidence packages for SOC2, GDPR, HIPAA, etc.
- Threat Intelligence: Curated, actionable threat intelligence for analysts
- Remediation Recommendations: Automated or analyst-driven response playbooks
- Data Exports: API and CSV/JSON exports for integration with other tools
- Audit Trails: Immutable logs of all actions, decisions, and data flows
Next Steps
- Validate data sources and outputs with stakeholders
- Prioritize integrations for MVP
- Proceed to: Baseline infrastructure and cloud usage estimated in the Checklist