Suspect a Breach? How GIIP secwatch and AI Instructions Automate Incident Investigation & Response
"We suspect a breach… but we don't even know where to start."
For engineers and infrastructure teams facing unexpected security alerts, here is a practical guide to GIIP secwatch.
When potential intrusions strike, speed and clarity in evidence gathering (triage) are everything. Yet, manually stitching together logs scattered across distributed cloud infrastructure is daunting and error-prone.
With GIIP, you can automate this entire investigation with just a few clicks.
1. GIIP Security Monitor & AI Prompt Instructions
First, connect GIIP to your infrastructure.
…Well, that escalated into a product pitch rather quickly! ๐
Next, open the Security Monitor.
When suspicious activity flags in the dashboard, simply click the [Copy AI Instruction] button located at the bottom of the incident card.
Pass that copied instruction directly to the AI agent running on your collection node.
The agent immediately launches an automated intrusion triage within its authorized permission boundary and synthesizes the findings into a clear, structured report.
2. Anatomy of the AI Instruction
The generated instruction equips the AI with exact context, forensic CLI commands, and verification criteria:
【secwatch Security Assessment & Investigation Request】
secwatch's Tier-1 Pre-filter + Tier-2 Jev Gateway classified the following event.
Inspect raw evidence logs to confirm authenticity and execute containment procedures.
■ Assessment Summary
・Timestamp: 2026-10-19 21:32 (GMT+9)
・Routing: review — Injection probability borderline; human verification required
・is_injection: 0.34
・Event Type: secevt_batch_audit
・Attack Type: recon_probe (Reconnaissance / Probe)
・Attack Probability: 34%
・Severity: 1 (Scale: 0–4)
・Engine: jev-1.13.0
・Collection Agent (lssn): 72784
・Attacker Source IP: 10.102.51.75
・Pattern: #5
■ Raw Log Location
* Unmasked evidence resides exclusively on the source side
・source / system: - / -
・location: -
・ref / ts: - / -
■ Action Items
1. Retrieve Raw Logs
aws logs get-log-events --log-group-name "/aws/rds/cluster/prd-cmsdb/audit" --log-stream-name "prd-cmsdb-instance-1.audit.log.2" --start-from-head --output text > "audit_connid=4346660_queryid=202904093.txt"
2. Verify Attack Success/Failure
Check for credential targeting, actual data exfiltration (response bytes / retcode), write attempts, file system access, or privilege escalation.
3. Determine Impact
If confirmed breach, evaluate severity and blast radius. If data manipulation/extraction occurred, assess target table damage.
4. Containment & Remediation
Follow SPEC_JEV_SQLI_DETECTION.md §7 notifications. If human review is needed, open a linked GIIP Issue. If false positive, record as benign with evidence. (kscsn=256)
Reference: giipdb/docs/30_Specs/SPEC_JEV_SQLI_DETECTION.md
Related Issue: GIIP #3833
3. Multi-Layer Cross-Log Correlation
Equipped with this instruction, the AI correlates logs across the entire stack—WAF, Load Balancers, Web Servers, Database Audit Logs, and Query Store:
- Which IP penetrated perimeter defenses and what payload was transmitted?
- How many response bytes did the backend return?
- What volume of data was realistically exposed or exfiltrated?
By cross-referencing these forensic trails, GIIP builds a cohesive report clearly differentiating proven facts from statistical probabilities, complete with concrete remediation recommendations.
4. Automated Containment upon Approval
Once you review the report, giving the AI your approval triggers immediate containment.
Whether across AWS or Azure, the agent blocks malicious IPs, updates security group rules, or modifies firewall configurations within strictly assigned guardrails.
Conclusion
Vulnerability assessments alone can cost thousands of dollars, and hiring external digital forensics and incident response (DFIR) retainers can easily run into tens of thousands.
With GIIP, your own team can command an AI agent to investigate, document, and contain breaches directly within your infrastructure.
All it takes is being connected to GIIP! ๐
๐ Explore the GIIP secwatch Monitor Guide:
https://giip.littleworld.net/en/guides/secwatch-monitor
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