Cybersecurity / Fraud Detection

Sep 28, 2023

Preventing Health Data Leaks with Federated Learning Using NVIDIA FLARE

More than 40 million people had their health data leaked in 2021, and the trend is not optimistic. The key goal of federated learning and analytics is to...
10 MIN READ
Sep 12, 2023

Generative AI and Accelerated Computing for Spear Phishing Detection

Spear phishing is the largest and most costly form of cyber threat, with an estimated 300,000 reported victims in 2021 representing $44 million in reported...
5 MIN READ
Sep 11, 2023

Accelerating Vector Search: Fine-Tuning GPU Index Algorithms

The first post in this series introduced vector search indexes, explained the role they play in enabling a widespread range of important applications, and...
11 MIN READ
Sep 11, 2023

Accelerating Vector Search: Using GPU-Powered Indexes with RAPIDS RAFT

In the AI landscape of 2023, vector search is one of the hottest topics due to its applications in large language models (LLM) and generative AI. Semantic...
11 MIN READ
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Sep 06, 2023

Supercharge Ransomware Detection with AI-Enhanced Cybersecurity Solutions

Ransomware attacks have become increasingly popular, more sophisticated, and harder to detect. For example, in 2022, a destructive ransomware attack took 233...
5 MIN READ
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Aug 22, 2023

Accelerated Encrypted Execution of General Purpose Applications

The advent of cloud computing has ushered in a paradigm shift in our data storage and utilization practices. Businesses can bypass the complexities of managing...
7 MIN READ
Aug 04, 2023

Mitigating Stored Prompt Injection Attacks Against LLM Applications

Prompt injection attacks are a hot topic in the new world of large language model (LLM) application security. These attacks are unique due to how ‌malicious...
10 MIN READ
Aug 03, 2023

Confidential Computing on NVIDIA H100 GPUs for Secure and Trustworthy AI

Hardware virtualization is an effective way to isolate workloads in virtual machines (VMs) from the physical hardware and from each other. This offers improved...
12 MIN READ
Aug 03, 2023

Securing LLM Systems Against Prompt Injection

Prompt injection is a new attack technique specific to large language models (LLMs) that enables attackers to manipulate the output of the LLM. This attack is...
15 MIN READ
Jul 24, 2023

Realizing the Power of Real-Time Network Processing with NVIDIA DOCA GPUNetIO

Real-time processing of network traffic can be leveraged by the high degree of parallelism GPUs offer. Optimizing packet acquisition or transmission in these...
14 MIN READ
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Jun 20, 2023

Webinar: AI-Enabled Cybersecurity for Financial Services

Learn how financial firms can build automated, real-time fraud and threat detection solutions with NVIDIA Morpheus.
1 MIN READ
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Jun 14, 2023

NVIDIA AI Red Team: An Introduction

Machine learning has the promise to improve our world, and in many ways it already has. However, research and lived experiences continue to show this technology...
12 MIN READ
Illustration of a character sitting at a computer with a warning popup.
Jun 01, 2023

Webinar: Accelerate AI Model Inference at Scale for Financial Services

Learn how AI is transforming financial services across use cases such as fraud detection, risk prediction models, contact centers, and more.
1 MIN READ
Image of an AI model, data, and an application locked, with an NVIDIA H100 GPU underneath.
May 31, 2023

Protecting Sensitive Data and AI Models with Confidential Computing

Rapid digital transformation has led to an explosion of sensitive data being generated across the enterprise. That data has to be stored and processed in data...
10 MIN READ
Decorative image of networks.
May 31, 2023

A New Frontier for 5G Network Security

Wireless technology has evolved rapidly and the 5G deployments have made good progress around the world. Up until recently, wireless RAN was deployed using...
9 MIN READ
Drawing of people working in an office.
May 08, 2023

Webinar: Cybersecurity and AI in Retail

​Join NVIDIA on Tuesday, June 6 for a webinar on cybersecurity and AI in retail. We discuss how AI can bring a new level of information security to the data...
1 MIN READ