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How does DOCA Argus detect threats in AI workloads? 

DOCA Argus is the runtime threat detection microservice that provides real-time visibility and situational awareness across the AI factory. Argus is the foundation of the DOCA security stack. Running on BlueField data and storage processors, DOCA Argus continuously observes workload behavior at runtime using advanced memory analysis, enabling organizations to detect threats, monitor integrity, and understand operational state without impacting AI workload performance. Unlike traditional host-based security approaches, DOCA Argus operates independently from the compute node it protects. By leve

Advancing AI Infrastructure for Agentic AI with NVIDIA DOCA In-Silicon Security | NVIDIA Technical Blog
How does in-silicon security change the traditional security model?

Purpose-built for AI infrastructure, NVIDIA BlueField DPUs combine high-performance networking, programmable compute, hardware acceleration, and advanced security capabilities into a single platform embedded into every AI factory compute node. Unlike traditional security approaches that rely on host system software, BlueField establishes a hardware-enforced, in-silicon, and workload-independent security layer. Operating within its own trusted execution domain, BlueField isolates infrastructure and security services from the host system. Monitoring, policy enforcement, and telemetry operate eve

Advancing AI Infrastructure for Agentic AI with NVIDIA DOCA In-Silicon Security | NVIDIA Technical Blog