Platform securing machine learning models and AI systems against attacks.
HiddenLayer provides AI security software that helps organizations protect machine learning models and AI applications from adversarial threats, model theft, and abuse. The platform is oriented to enterprise security and MLOps teams deploying production models.
Capabilities typically cover model monitoring, threat detection for AI pipelines, and governance controls that keep AI systems safe as they scale across enterprise environments.
SubImage
AI Asset Inventory
subimage.io
AIUC
Aiuc-1
aiuc.com
Fabraix
Arx
fabraix.com
Onyx Security
Secure AI Control Plane
onyx.security
SPLX
SPLX Platform
splx.ai
| Attribute | AI Security Platform | AI Asset Inventory | Aiuc-1 | Arx | Secure AI Control Plane | SPLX Platform | |
|---|---|---|---|---|---|---|---|
| Provider | | | | | | | |
| Founded | 2022 | 2024 | 2025 | 2026 | 2024 | 2023 | |
| Sells To | — | Enterprise | — | — | B2B | Enterprise | |
| Pricing Model | Recurring, Software | SaaS | — | — | SaaS | Subscription | |
| Ownership | Venture-backed | Venture-backed | Venture-backed | Venture-backed | Venture-backed | Subsidiary |
Provider
Founded 2022
Sells To —
Pricing Model Recurring, Software
Ownership Venture-backed
Provider
Founded 2024
Sells To Enterprise
Pricing Model SaaS
Ownership Venture-backed
Provider
Founded 2025
Sells To —
Pricing Model —
Ownership Venture-backed
Provider
Founded 2026
Sells To —
Pricing Model —
Ownership Venture-backed
Provider
Founded 2024
Sells To B2B
Pricing Model SaaS
Ownership Venture-backed
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AI/ML Penetration Testing red-teams machine learning systems using the MITRE ATLAS and OWASP LLM frameworks.
AI/LLM Security Assessment tests LLM applications and infrastructure for prompt injection, data poisoning, and model extraction risks.
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