Pre-filing security scanner detecting prompt injection and adversarial payloads in legal documents.
Validated on That's Missing platform | Status: Active Opportunity
Market Catalyst & News Trigger
"Brazilian court sanctions lawyers for prompt injection in court filings"
Source: Hacker News
| Published: 5/22/2024
The Workflow Friction
Legal firms face sanctions and reputational damage from adversarial AI exploits in official documents.
Problem Summary
Real-world problem signal validation.
One-Shot MVP Builder Blueprint (48 Hours)
API endpoint that parses PDF/DOCX legal drafts to flag hidden instructions or injection attempts.
Recommended Developer Tech Stack
- Python
- FastAPI
- LLM Jailbreak Library