Neural Sentinel
Open-source AI scanner. Map vulnerabilities to ISO 42001.
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This is 1 of 65 launches in adversarial security and LLM red-teaming — see how it stacks up on momentum and crowding →
134 other launches read as similar to this one →
Details
- External ID
- 1272151
- Source
- PH
- Company
- —
- Product
- Neural Sentinel
- Website domain
- producthunt.com
- Launched
- Oct. 8, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.3258772542988956
- Tags
- Open Source, Developer Tools, Artificial Intelligence
- Fetched at
- Oct. 8, 2026, 5:01 p.m.
- Updated at
- Oct. 8, 2026, 5:01 p.m.
Description
Neural Sentinel is a free, open-source GitHub Action that detects AI-native vulnerabilities (prompt injection, unconstrained tool execution) in <15s. Unlike cloud scanners, it performs local-execution analysis: zero code or prompts are sent to external SaaS APIs. It automatically maps findings to ISO/IEC 42001 and the EU AI Act. Recently achieved a 100% Passing score on the OpenSSF Best Practices badge.
Enrichment
- Niche
- adversarial security and LLM red-teaming
- Vertical
- Security
- Function
- Compliance & governance
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- open-source ai vulnerability scanner for iso 42001
- Manually corrected
- False
Could you build this?
Partial While wrapping an AST or regex scanner in a GitHub Action is easy, reliably detecting non-deterministic prompt injection and unconstrained agent execution locally without external APIs requires specialized security AST/model heuristics.
What it would actually take: Built with Node.js or Python packaged as a Docker GitHub Action. It parses source code to identify LLM call sites, builds a data-flow graph to trace untrusted input into prompts, and runs local heuristic rules or small on-device models to flag prompt injections and insecure tool bindings mapped to ISO 42001 controls.
Competitors
Other products that read as similar to this one — 134 launches clear the similarity bar, closest 8 shown.
Attention rank: #67 of 135 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 337 days after the earliest competitor.
- ai-security-tool · github · 2026-09-10 · 17 upvotes · similarity 0.53
- Sentinel Cyber AI Workplace · ph · 2026-09-18 · 1 upvotes · similarity 0.52
- sentinel · github · 2026-09-18 · 9 upvotes · similarity 0.47
- sentinel-as-code · github · 2026-09-12 · 8 upvotes · similarity 0.46
- AI-SOC-Agent-for-Microsoft-Sentinel · github · 2026-09-11 · 15 upvotes · similarity 0.46
- OneSecure Shadow AI Guardian · ph · 2026-10-02 · 1 upvotes · similarity 0.44
- Palisade - AI that detects and fixes OS vulnerabilities across every endpoint in minutes · yc · 2026-07-23 · 8 upvotes · similarity 0.42
- Sentinel SCA · ph · 2026-09-18 · 1 upvotes · similarity 0.42
Other launches for this product
- No other launches for this product.
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