NVIDIA Brings Cybersecurity to Every AI Factory

The NVIDIA DOCA Argus framework detects and responds to threats in AI workloads, and integrates seamlessly with enterprise security systems for immediate insights.
As enterprises increasingly adopt AI, securing AI factories — where complex, agentic workflows are executed — has never been more critical.

NVIDIA is bringing runtime cybersecurity to every AI factory with a new NVIDIA DOCA software framework, part of the NVIDIA cybersecurity AI platform. Running on the NVIDIA BlueField networking platform, NVIDIA DOCA Argus operates on every node to immediately detect and respond to attacks on AI workloads, integrating seamlessly with enterprise security systems to deliver instant threat insights.

The DOCA Argus framework provides runtime threat detection by using advanced memory forensics to monitor threats in real time, delivering detection speeds up to 1,000x faster than existing agentless solutions — without impacting system performance.

Unlike conventional tools, Argus runs independently of the host, requiring no agents, integration or reliance on host-based resources. This agentless, zero-overhead design enhances system efficiency and ensures resilient security in any AI compute environment, including containerized and multi-tenant infrastructures. By operating outside the host, Argus remains invisible to attackers — even in the event of a system compromise.

Cybersecurity professionals can seamlessly integrate the framework with their SIEM, SOAR and XDR security platforms, enabling continuous monitoring and automated threat mitigation and extending their existing cybersecurity capabilities for AI infrastructure.

NVIDIA BlueField is a foundational security component for every AI factory, providing built-in, data-centric protection for AI workloads at scale. By combining BlueField’s acceleration capabilities with DOCA Argus’ proactive threat detection, enterprises can secure AI factories without compromising performance or efficiency.

Cisco is collaborating with NVIDIA to deliver a Secure AI Factory with NVIDIA architecture that simplifies how enterprises deploy and protect AI infrastructure at scale. The architecture embeds security into every layer of the AI factory, ensuring runtime protection is built in from the start rather than bolted on after deployment.

“Now is the time for enterprises to be driving forward with AI, but the key to unlocking innovative use cases and enabling broad adoption is safety and security,” said Jeetu Patel, executive vice president and chief product officer at Cisco. “NVIDIA and Cisco are providing enterprises with the infrastructure they need to confidently scale AI while safeguarding their most valuable data.”

DOCA Argus and BlueField are part of the NVIDIA cybersecurity AI platform — a full-stack, accelerated computing platform purpose-built for AI-driven protection. It combines BlueField’s data-centric security and Argus’ real-time threat detection with NVIDIA AI Enterprise software — including the NVIDIA Morpheus cybersecurity AI framework — to deliver visibility and control across an AI factory. It also taps into agentic AI to autonomously perceive, reason and respond to threats in real time.

NVIDIA cybersecurity AI platform.
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Optimized AI Workload Threat Detection

Enterprises are inundated with massive volumes of data, making it difficult to pinpoint real threats. The growing adoption of agentic AI, with AI models and autonomous agents operating at enterprise scale to seamlessly connect data, applications and users, brings unprecedented opportunities for gleaning insights from data — while introducing the need for advanced protection that can keep pace.

DOCA Argus is fine-tuned and optimized using insights from NVIDIA’s own security team, surfacing only real, validated threats. By focusing on well-known threat actors and eliminating false positives, the framework provides enterprises with actionable intelligence, reducing alert fatigue and streamlining security operations.

Argus is purpose-built to protect containerized workloads like NVIDIA NIM microservices, incorporating real-world threat intelligence and validation to secure every layer of the AI application stack.

“Cyber defenders need robust tools to effectively protect AI factories, which serve as the foundation for agentic reasoning,” said David Reber, chief security officer at NVIDIA. “The DOCA Argus framework delivers real-time security insights to enable autonomous detection and response — equipping defenders with a data advantage through actionable intelligence.”

Get started with DOCA Argus and meet NVIDIA at the RSA conference in San Francisco, running through Thursday, May 1.

Credit: Nvidia