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Key takeaways for enterprises
Netskope recommends enterprises review , adapt and tailor their risk frameworks specifically to AI or genAI using efforts like the NIST AI Risk Management Framework . Specific tactical steps to address risk from genAI include :
• Know your current state : Begin by assessing your existing uses of AI and Machine Learning , data pipelines and genAI applications . Identify vulnerabilities and gaps in security controls .
• Implement core controls : Establish fundamental security measures , such as access controls , authentication mechanisms and encryption .
• Plan for advanced controls : Beyond the basics , develop a roadmap for advanced security controls . Consider threat modelling , anomaly detection , continuous monitoring , and behavioural detection to identify suspicious data movements across cloud environments to genAI apps that deviate from normal user patterns .
• Measure , start , revise , iterate : Regularly evaluate the effectiveness of your security measures . Adapt and refine them based on real-world experiences and emerging threats .
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