en.Wedoany.com Reported - US-based A10 Networks has acquired artificial intelligence security company Troy AI, expanding its capabilities to protect AI deployments in enterprise environments. The acquisition strengthens A10 Networks' sovereign AI security strategy, enabling customers to maintain control over AI models, data, and agents while directly managing their own security policies.

Troy AI offers a two-layer AI security framework that combines pre-deployment validation with runtime protection. The first layer is a red team testing capability, which uses testing techniques similar to real attackers to test AI models, agents, and applications, aiming to identify vulnerabilities and potential security risks before deployment. The second layer focuses on real-time threat protection, continuously monitoring and blocking threats that may arise during AI operation, including prompt injection attacks, data leaks, and unauthorized privilege escalation.

A10 Networks stated that AI is fundamentally changing enterprise attack surfaces, and traditional security controls are not designed to protect non-deterministic AI models and autonomous agents. Troy AI is highly aligned with A10's strategic and operational goals. By combining A10's hardware-based AI firewall technology with Troy AI's software-based red team testing and runtime protection capabilities, enterprises can deploy and run generative AI and agentic AI systems more securely and efficiently in on-premises, cloud, and hybrid environments. This combined solution is particularly valuable for organizations with strict data sovereignty requirements, enabling them to maintain direct control over sensitive assets while accelerating AI adoption.

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