AI runtime security: 4 common challenges and how to solve them

Today, AI is everywhere. And recent research shows that many security teams are playing catch up even as their attack surface continues to expand and threats become more sophisticated:

  • 97% of organizations have experienced an AI-related breach and report that they lack proper access controls.
  • 77% of organizations don’t have the foundational data and AI security practices needed to protect models, pipelines, and cloud infrastructure.
  • 63% of organizations report a lack of AI governance policies.

With employees across departments embracing AI, enterprises need to safeguard interactions ensure that AI investments operate securely. The pace is only accelerating, and keeping your organization a step ahead of threats is crucial to unlocking secure innovation.

Click the tabs to learn about some of today’s most-pressing AI runtime security challenges—and how the capabilities of the F5 Application Delivery and Security Platform (ADSP) can help solve them.

Stop new threats with purpose-built protections

  • When it comes to AI applications, traditional blocking methods can be counterproductive. Many users will seek to find ways around them, which leads them to riskier host websites and wrappers.
  • Instead, organizations need to inspect user interactions and enforce policies in real time. This helps prevent misuse issues such as sensitive information disclosure and harmful outputs, as well as new attacker techniques including prompt injection and jailbreaks.
  • F5 AI Guardrails is a purpose-built solution for enabling this continuous visibility and control. AI Guardrails operates independently of model providers, ensuring consistent protection across every deployment, including public and private cloud, hybrid, and on-premises environments.
  • AI Guardrails can be used in combination with F5 AI Red Team—our automated solution for continuous vulnerability testing—to enable a constantly improving runtime security posture. Issues uncovered by AI Red Team are used to automatically generate new protections in AI Guardrails.
Stop new threats with purpose-built protections

F5 is ready to help secure your organization’s AI use. With F5 ADSP, you get a comprehensive AI runtime security solution that allows you to innovate with confidence and efficiency.

Download our eBook today to learn more.

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AI runtime security: 4 common challenges and how to solve them | F5