New AI prompt/data-leak scanner — try to break it (PrivGuard)
We just dropped PrivGuard, an LLM prompt + data leakage scanner. It’s built on a full production stack (Prisma + Supabase, quad-LLM orchestration, Vercel Pro infra). Not a toy scaffold — the engine’s real. The rules: • You get 5 free prompts to try and bypass it. • If you want more, “reserve your place” and keep going. • Yes, we want you to find blind spots. https://privguard.io If you manage to punch holes in it, post your attack path here. If it holds up, tell me what you’d want in the next iteration (dashboards, reports, integrations). Consider this an open challenge — let’s see what breaks.
AI Analysis
Technical Summary
This content has been identified as promotional or non-threat material.
Potential Impact
No security impact - promotional content.
Mitigation Recommendations
No mitigation needed - not a security threat.
New AI prompt/data-leak scanner — try to break it (PrivGuard)
Description
We just dropped PrivGuard, an LLM prompt + data leakage scanner. It’s built on a full production stack (Prisma + Supabase, quad-LLM orchestration, Vercel Pro infra). Not a toy scaffold — the engine’s real. The rules: • You get 5 free prompts to try and bypass it. • If you want more, “reserve your place” and keep going. • Yes, we want you to find blind spots. https://privguard.io If you manage to punch holes in it, post your attack path here. If it holds up, tell me what you’d want in the next iteration (dashboards, reports, integrations). Consider this an open challenge — let’s see what breaks.
AI-Powered Analysis
Technical Analysis
This content has been identified as promotional or non-threat material.
Potential Impact
No security impact - promotional content.
Mitigation Recommendations
No mitigation needed - not a security threat.
Technical Details
- Source Type
- Subreddit
- netsec
- Reddit Score
- 1
- Discussion Level
- minimal
- Content Source
- reddit_link_post
- Domain
- privguard.io
- Newsworthiness Assessment
- {"score":28.1,"reasons":["external_link","newsworthy_keywords:rce,ttps","non_newsworthy_keywords:rules","established_author","very_recent"],"isNewsworthy":true,"foundNewsworthy":["rce","ttps"],"foundNonNewsworthy":["rules"]}
- Has External Source
- true
- Trusted Domain
- false
Threat ID: 68a6694bad5a09ad0009f993
Added to database: 8/21/2025, 12:33:15 AM
Last enriched: 8/21/2025, 12:33:17 AM
Last updated: 2/7/2026, 6:40:16 AM
Views: 103
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