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Breaking RSA & the internet

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Breaking RSA & the internet

  1. 1. Breaking RSA & the internet ALISON B. LOWNDES | SENIOR SCIENTIST | GLOBAL AI @alisonblowndes
  2. 2. Understanding cryptography
  3. 3. https://arxiv.org/pdf/1905.09749.pdf
  4. 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. 5. https://developer.nvidia.com/qoda
  6. 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. 7. Mitigation of threats
  8. 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. 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. 10. Enterprise Scale Cybersecurity Pinpoints Threats Faster NVIDIA Morpheus Digital Fingerprinting
  11. 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. 12. ADA LOVELACE nvidia.com/en-us/design-visualization/ada-lovelace-architecture/
  13. 13. 80 Billion Transistors 4.9 TB/s Bandwidth NVIDIA H100 TSMC 4N Process
  14. 14. FP8 https://arxiv.org/pdf/2209.05433.pdf
  15. 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. 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 17 30 YEARS OF ACCELERATED COMPUTING X-FACTOR SPEED UP FULL STACK DATA-CENTER SCALE GPU CPU DPU ONE ARCHITECTURE
  18. 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. 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. 20. AI PORTFOLIO
  21. 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
  22. 22. 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
  23. 23. 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, industry-standard software, tools, and frameworks. • Join live, instructor-led workshops and learn from DLI-certified instructors who are experts in their fields. • 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
  24. 24. 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 decision-makers who are shaping our world with the 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
  25. 25. THANK YOU alowndes@nvidia.com

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