How to tackle cryptography & cybersecurity.

1. Breaking RSA & the internet
ALISON B. LOWNDES | SENIOR SCIENTIST | GLOBAL AI
@alisonblowndes

2. Understanding cryptography

3. https://arxiv.org/pdf/1905.09749.pdf

4. QUANTUM COMPUTING: HYBRID QUANTUM
Hybrid approach:
Quantum Computer: takes input, does gates, produces output
Classical Computer: measures output, optimizes cost function, updates gates
“Hybrid Quantum-Classical Variational Algorithms”
T.L. Patti et al, Phys. Rev. Research 3, 033090
Input
state
vector
gate
gate
gate
Output
state
vector

5. https://developer.nvidia.com/qoda

6. LEADING QUANTUM
SIMULATORS
INDUSTRY PARTNERS
RESEARCH COMMUNITY PARTNERS
Oak Ridge National Laboratory and the oak leaf symbol are registered trademarks of the U.S. Department of Energy. Use of this mark does
not constitute or imply its endorsement, recommendation, or favoring by the United States Government or any agency thereof or its
contractors or subcontractors.
ANNOUNCING
NVIDIA CUQUANTUM DGX
APPLIANCE
Research the Computer of Tomorrow on the
Most Powerful Computer Today
Appliance Available Q1 2022
cuQuantum Available Now for Download
developer.nvidia.com/cuquantum
Out-of-the-Box Optimized Stack for Cirq
Other Simulators in Development
cuQuantum SDK in Open Beta;
Accelerate Popular Quantum
Simulators from Google, IBM
cuQuantum
GOOG
LE

7. Mitigation of threats

8. NVIDIA Morpheus
Enterprise scale cybersecurity accelerates time to actionable insight
•Kernel development framework​
•End-to-end reference examples​
•Zero-copy interfaces
What’s New?
Digital Fingerprinting
workflow with new data
visualization, explainability
& thresholding
Multi-Segment Pipeline
supports new workflows
with scale and resiliency
Sensitive Information
Detection workflow now
includes visual graph-based
explainer
Empowering Integrators
Available on NGC, GitHub, and NVIDIA LaunchPad
Giant-scale, GPU-accelerated, AI
Cybersecurity Framework
Preprocessing Modeling Output Inference
Morpheus enables cybersecurity workflows:
• Digital fingerprinting users and machines
• Sensitive Information detection
• Crypto mining malware detection
• Phishing detection
• Fraud detection
NVIDIA MORPHEUS
Ecosystem Adoption

9. 9
NVIDIA Morpheus Use Cases
Prebuilt Workflows for AI-Based Cybersecurity
PHISHING DETECTION
Analyze Raw Emails to Classify Automatically
DIGITAL FINGERPRINTING
Analyze Behavior of Every User and Machine
SENSITIVE INFORMATION DETECTION
Find and classify leaked credentials
CRYPTOMINING MALWARE DETECTION
Profile behaviors to detect malicious code
IDENTITY FRAUD
Leveraging Graph Neural Networks

10. Enterprise Scale Cybersecurity Pinpoints Threats Faster
NVIDIA Morpheus Digital Fingerprinting

11. Get Started with NVIDIA Morpheus
Run Morpheus on any major cloud or test via nvidia.com/launchpad/
Download Morpheus
Get Started in GitHub
Try Morpheus in LaunchPad
Access in NVIDIA GPU Cloud (NGC)
Enroll in Free Morpheus DLI
Immediate, short-term remote access
Develop with Morpheus
Self-paced 1-hour Course

12. ADA LOVELACE
nvidia.com/en-us/design-visualization/ada-lovelace-architecture/

13. 80 Billion Transistors
4.9 TB/s Bandwidth
NVIDIA H100 TSMC 4N Process

14. FP8
https://arxiv.org/pdf/2209.05433.pdf

15. DPX
INSTRUCTIONS
7X Dynamic Programming
Performance
2ND GENERATION
MULTI-INSTANCE GPU
7X Secure Tenants
CONFIDENTIAL
COMPUTING
Secure Data and AI Models
In-Use
WORLD’S MOST
ADVANCED CHIP
80 Billion Transistors
TRANSFORMER
ENGINE
6X Transformer Performance
4TH GENERATION
NVLINK
7X PCIe Gen5
nvidia.com/hopper-architecture-whitepaper

16. ANNOUNCING
GRACE CPU SUPERCHIP
144 CPU Cores
1 TB/s LPDDR5X with ECC
Superchips Connected by NVLink C2C
396MB On-Chip Cache
SPECrate®2017_int_base Over 740 (est.)

17. 17
17
30 YEARS OF ACCELERATED COMPUTING
X-FACTOR SPEED UP FULL STACK DATA-CENTER SCALE
GPU
CPU
DPU
ONE ARCHITECTURE

18. 18
NVIDIA DGX SUPERPOD
READY MADE NATIONAL AI INFRASTRUCTURE
Thailand CMKL Univ installs
DGX A100 Pod to advance
National AI Program
sponsored by MEHESI
Luxembourg EuroHPC
peta-scale AI cluster,
MeluXina, built with ATOS
+ NVIDIA
Vietnam VinAI deploys
DGX A100 Pod to
support AI researchers
and engineers
UAE Ministry of AI deploys
DGX Pod with 30 petaflops to
advance national AI programs
Egypt 1st national AI
super-computer as AI
testbed built with Dell
and NVIDIA
Slovenia EuroHPC peta-
scale
AI supercomputer, Vega,
with ATOS and NVIDIA
Sweden WASP installs #1
AI supercomputer at
Linköping Univ with ATOS
and NVIDIA
India C-DAC installs
largest national AI
supercomputer with
ATOX and NVIDIA
Italy #1 AI supercomputer,
LEONARDO, to launch with
14,000 NVIDIA Ampere
GPUs
UK #1 AI supercomputer
in Cambridge built by
NVIDIA for life science
R&D
US fastest AI
supercomputer for
academia at University of
Florida built with NVIDIA
Canada Shared Services
installs DGX Pod to support
AI adoption across
Canadian gov’t agencies
Czech Republic’s largest AI
supercomputer by NVIDIA
& HPE at Technical Univ
Ostrava

19. 19
“NVIDIA is proud to have been one of ‘the Mavericks’ at the
inception of the Frontier Development Laboratory. Our
headquarters are named Endeavor and Voyager – mighty ships for
our journey to the stars. We are delighted to support FDL as we
push the frontiers for the human race.”
JEN-HSUN HUANG
PRESIDENT & CEO, NVIDIA CORPORATION

20. AI PORTFOLIO

21. What We Can Practically Do Together
Maximize Efficiency
with Simulation
Simulate First
Digital Twins
Reduce Overall
Energy Use
GPUs
Data Center Efficiency
Address AI Demand
Sustainably
Enable Other
Industries
AI Services at the Edge
5G Critical for
Sustainable Operations
Across Industries
Reduce Consumption
of Raw Materials
Less Hardware Needed
with GPUs
Software-Defined
Infrastructure

23. 23
START BUILDING AI FASTER
• Technical blogs: Train | Optimize | Infer | Deploy - Conversational AI
• Webinars: Building AI solutions on: AWS Sagemaker | OpenShift
• Other blogs, webinars, success stories on Pathfactory
• Learn more at nvidia.com/ngc
ngc.nvidia.com
Resources

24. HELPING YOU SOLVE YOUR
MOST CHALLENGING PROBLEMS
• Build and deploy end-to-end projects across a range
of technologies and domains.
• Gain hands-on experience with the most widely used,
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• Take self-paced, online courses anytime, anywhere.
• Earn NVIDIA DLI certificates to demonstrate subject matter
competency and support career growth.
Hands-On Training in AI, Accelerated Computing,
Accelerated Data Science, Graphics and Simulation,
and More
Learn more: www.nvidia.com/dli
Deep Learning
Fundamentals
AI for Anomaly
Detection
AI for Industrial
Inspection
Conversational AI
AI for
Intelligent Video
Analytics
Accelerated Computing
Fundamentals
Recommender Systems
AI for
Predictive
Maintenance
Accelerated Data Science
Fundamentals
Graphics and
Simulation
Networking
AI in the Data
Center

25. NVIDIA GTC is more than an AI conference for developers.
It’s a global experience that brings together thousands of
innovators, researchers, creators, thought leaders and
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power of AI, computer graphics, data science and more.
September 19 - 22, 2022 | www.nvidia.com/GTC
https://www.nvidia.com/gtc/keynote/
The Technology Conference
for the Era of AI and the
Metaverse
Robotic Systems Lab, ETH Zurich & Swiss Mile

26. THANK YOU
alowndes@nvidia.com