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Rethinking AI Security: Why CASB and DLP Need an Interaction-Aware Layer

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Rethinking AI Security: Why CASB and DLP Need an Interaction-Aware Layer

An article discusses how Cloud Access Security Brokers (CASB) and Data Loss Prevention (DLP) tools should be enhanced with interaction-aware capabilities to manage the risks posed by employee use of artificial intelligence (AI) systems while protecting sensitive data and intellectual property. The piece emphasizes the importance of establishing clear boundaries and monitoring agent behavior in AI deployments.

Why it matters: Security teams deploying AI tools need to understand how traditional CASB and DLP controls may fall short in AI environments, and what architectural changes are needed to prevent data leakage and maintain compliance as AI adoption accelerates.

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Rethinking AI Security: Why CASB and DLP Need an Interaction-Aware Layer

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Rethinking AI Security: Why CASB and DLP Need an Interaction-Aware Layer

Organizations should integrate interaction-aware capabilities into cloud access security broker (CASB) and data loss prevention (DLP) tools to monitor how employees use artificial intelligence (AI) systems. This approach helps balance productivity with protection of sensitive data, intellectual property, and AI agent behavior within organizational security policies.

Why it matters: Security teams responsible for data protection and AI governance need to evaluate whether current CASB and DLP solutions detect risks in how employees interact with AI tools, which traditional tools may not address.

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