AI Security Posture Management (ASP) includes technologies and practices designed to continuously assess, improve, and monitor the security posture of AI systems. This involves identifying vulnerabilities, enforcing security policies, and responding to threats specifically targeting AI applications and infrastructures. ASP solutions help organizations minimize risks associated with AI deployment and ensure compliance with relevant regulations.
These solutions are particularly relevant for organizations that deploy AI on a large scale and process sensitive data. They enable security professionals and AI developers to gain a comprehensive overview of their security posture and take proactive measures.
To be included in the AI Security Posture Management category, a solution should have the following features:
- Risk Assessment: Identification and assessment of security risks in AI systems.
- Policy Management: Enforcement of security policies and compliance requirements.
- Vulnerability Management: Detection and remediation of vulnerabilities in AI models and infrastructure.
- Threat Detection: Detection and response to threats targeting AI systems.
- Continuous Monitoring: Ongoing monitoring of the security posture of AI systems to detect anomalies and potential incidents.
