Published work

AI security contributions

Blog

NVIDIA and Palo Alto Networks Deliver Unprecedented Firewall Performance for 5G Cloud-Native Security with DPU Acceleration

Watch the replay of this joint session at GTC 21 to learn about achieving near-line rate speed of a next-generation firewall through the use of DPUs for a highly efficient 5G native security solution.
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Securing and Accelerating Modern Data Center Workloads with NVIDIA ASAP² Technology

At GTC 2021, global technology partners together with NVIDIA showcased the ways in which they leverage the ASAP2 technology to secure and accelerate modern data center workloads.
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Learning to Defend AI Deployments Using an Exploit Simulation Environment

MintNV, an AI/ML educational exercise that showcases how an adversary can bypass defensive ML mechanisms to compromise a host, is now on the NVIDIA NGC catalog.
Blog

Enabling Predictive Maintenance Using Root Cause Analysis, NLP, and NVIDIA Morpheus

The RAPIDS CLX team collaborated with the NVIDIA Enterprise Experience (NVEX) team to test and run a proof-of-concept (POC) to evaluate this NLP-based solution.
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Accelerating Solution Development with DOCA on NVIDIA BlueField DPUs

Learn how you can use DOCA to offload infrastructure workloads from the host CPU and accelerate them with the BlueField DPU.
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NVIDIA Delivers DOCA SDK to Accelerate and Secure Next Generation Data Center

NVIDIA DOCA SDK, a Data Center-on-a-Chip Architecture that provides developers with an easy way to program the BlueField DPU.
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Cybersecurity Framework: An Introduction to NVIDIA Morpheus

In this tutorial, we walk through the Morpheus pipeline and illustrate how to prepare a custom model for Morpheus.
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GTC21: Top 5 Public Sector Technical Sessions

This year at GTC you will join speakers and panelists considered to be the pioneers of AI who are transforming AI possibilities in government and beyond.
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Detecting Financial Fraud Using GANs at Swedbank with Hopsworks and NVIDIA GPUs

Recently, one of Sweden’s largest banks trained generative adversarial neural networks (GANs) using NVIDIA GPUs as part of its fraud and money-laundering prevention strategy. Financial fraud and money laundering pose immense challenges to financial institutions and society.
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Adding More Support in NVIDIA GPU Operator

Editor’s note: Interested in GPU Operator? Register for our upcoming webinar on January 20th, “How to Easily use GPUs with Kubernetes”.
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Scaling Out the Deep Learning Cloud Efficiently

The Duchess of Windsor famously said that you can never be too rich or too thin. A similar observation is true when trying to match deep learning applications and compute resources: You can never have too much horsepower.
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Securing and Accelerating Cloud Computing Platforms with NVIDIA BlueField-2 DPUs

Cloud technologies are increasingly taking over the worldwide IT infrastructure market. With offerings that include elastic compute, storage, and networking, cloud service providers (CSPs) allow customers to rapidly scale their IT infrastructure up and down without having to build and manage it on their own.
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Programming the Entire Data Center Infrastructure with the NVIDIA DOCA SDK

Today, in his NVIDIA GTC Fall keynote, CEO Jensen Huang introduced a new kind of processor, the BlueField-2 data processing unit (DPU), a powerful new software development kit for the DPU, DOCA, along with a three year roadmap of DPU and AI innovation.
Blog

Share Your Science: Machine Learning Helps Fortune 500 Companies Hunt Cyber Attacks and Outages

Leo Meyerovich, CEO of Graphistry Inc., shares how GPUs and machine learning are protecting the largest companies and organizations in the world by visually alerting them of attacks and big outages.
Blog

Share Your Science: High Performance Computing for Network Intelligence

Hugo Latapie, principal engineer at Cisco shares how they are using NVIDIA GPUs and deep learning in their products for a variety of applications such as encrypted network traffic classification, video compression and state-of-the-art crowd analytics.
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Share Your Science: Visualizing 200M Cybersecurity Alerts Daily with GPUs

Joshua Patterson, principal data scientist of Accenture Labs shares how his team is using NVIDIA GPUs and GPU-accelerated libraries to quickly detect security threats by analyzing anomalies in large-scale network graphs.