From the course: Cloud Security Concepts: Services and Compliance

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AI-related cloud security issues

AI-related cloud security issues

From the course: Cloud Security Concepts: Services and Compliance

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AI-related cloud security issues

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- [Instructor] Security issues related to AI or artificially intelligent systems in public clouds can encompass several areas. Let's look at a few. Operational security or ensuring proper access controls. Monitoring and logging to detect and respond to security incidents or anomalies within the AI system in the cloud. Data security or protecting secure data used by AI systems, for example, training data. This may involve encryption, access control, and secure data transfer protocols used to secure data. Model security or protecting AI models from attacks, data poisoning or unauthorized modifications. Data poisoning injects the model with malicious knowledge, allowing a breach to occur. For instance, injecting bias that favor a specific customer enables that customer to remove funds from a bank. Compliance and governance, adhering to industry regulations and standards, such as GDPR, HIPAA or SOC 2, ensures that public cloud AI systems meet legal and compliance requirements regarding…

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