All news with #adversarial learning tag

Microsoft and NVIDIA Enable Real-Time AI Defenses at Scale

🔒 Microsoft and NVIDIA describe a joint effort to convert adversarial learning research into production-grade, real-time cyber defenses. They transitioned transformer-based classifiers from CPU to GPU inference—using Triton and a TensorRT-compiled engine—to dramatically reduce latency and increase throughput for live traffic inspection. Key engineering advances include fused CUDA kernels and a domain-specific tokenizer, enabling low-latency, high-accuracy detection of adversarial payloads in inline production settings.