AI/ML Security Services assess AI systems for adversarial attacks, model theft, prompt injection, and data integrity risks.
The service secures AI investments from development through deployment, addressing risks introduced by accelerated model training cycles, complex third-party data and tooling supply chains, and AI-specific attack vectors such as adversarial manipulation and data poisoning. Assessments evaluate exposure to model theft and extraction through APIs and inference endpoints.
Engagements also test for prompt injection against large language models and similar systems, along with automation risks in AI-driven decision-making processes. The methodology is designed to integrate with a client's existing development and operational processes while helping the organization remain compliant with industry standards.
| Attribute | AI/ML Security Services | Professional Services | |
|---|---|---|---|
| Provider |  |  | |
| Founded | — | 2022 | |
| Pricing Model | — | Recurring, Software | |
| Ownership | — | Venture-backed |
Provider
Founded —
Pricing Model —
Ownership —
Provider
Founded 2022
Pricing Model Recurring, Software
Ownership Venture-backed
AI/ML Security assesses machine learning pipelines, model architecture, and AI-based systems for security vulnerabilities.
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AI/ML Penetration Testing red-teams machine learning systems using the MITRE ATLAS and OWASP LLM frameworks.
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AI/ML Security assesses machine learning pipelines, model architecture, and AI-based systems for security vulnerabilities.
AI/LLM Security Assessment tests LLM applications and infrastructure for prompt injection, data poisoning, and model extraction risks.
AI/ML Penetration Testing red-teams machine learning systems using the MITRE ATLAS and OWASP LLM frameworks.
Platform securing machine learning models and AI systems against attacks.
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Security platform for protecting generative AI and LLM applications in enterprises.
Synack Penetration Testing pairs elite researchers with an AI-enabled platform for continuous testing.
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CalypsoAI Security Platform is an AI security and red-teaming service for enterprise AI applications.
Multi-disciplinary security reviews across application, blockchain, cryptography, and AI systems.
Continuous behavioral testing and remediation platform for AI agents and models.
Platform that discovers, monitors, and governs enterprise AI agents at runtime.
Advisory service that audits enterprise AI systems for compliance and bias and provides continuous risk monitoring.
Lightweight open classifier models that detect prompt injection and jailbreak attempts in LLM inputs.