A complete strategy for preserving the security and integrity of machine learning (ML) and artificial intelligence (AI) systems is called AI security posture management, or AI-SPM. It entails ongoing observation, evaluation, and enhancement of the security posture of AI models, data, and infrastructure. Vulnerabilities, misconfigurations, and possible risks related to AI adoption are identified and addressed as part of AI-SPM.An organization’s AI models, data flows, and infrastructure are all subject to continuous risk detection, classification, and remediation by AI-SPM, a security framework.AI-SPM detects vulnerabilities, identifies threats specific to AI, such as prompt injection and data poisoning, and automatically searches cloud environments to find active AI models, applications, and the data sources that go along with them.keeps an eye on data ingestion to spot sensitive material, assists AI systems in complying with legal frameworks and regulations,
