Arm the World with SPN based Security
1 like192 views
The document outlines Trend Micro's advanced defense systems, particularly focusing on the SPN (Smart Protection Network) security architecture, which utilizes cloud technology, big data analytics, and deep learning. It draws an analogy between national missile defense and SPN to emphasize its capabilities in cybersecurity. The document also highlights the evolution of SPN and its integration with deep neural networks to address challenging cybersecurity problems.
Arm the World with SPN based Security
- 1. Arm the World with SPN based Security Liwei Ren, Ph.D San Jose, California, Oct 2016
- 2. Copyright 2016 Trend Micro Inc.2 My Background I am a research scientist – Deep learning – Data security, cloud security, IoT security – Practical algorithms, data compression, stringology Education – Ph.D in mathematics and MS in information science, University of Pittsburgh – MS and BS in mathematics, Tsinghua University Measurable contributions to the world – 1 startup Provilla™ that was acquired by Trend Micro™ – 27 US patents granted – 16 invited talks at top universities and noted conferences (2012-2016) – 10 published papers in mathematics
- 3. Copyright 2016 Trend Micro Inc.3 Defense Systems in Wars Trend Micro’s mission: – to arm the digital world with advanced defense systems
- 4. Copyright 2016 Trend Micro Inc.4 Defense Systems in Wars Trend Micro’s mission: – to arm the digital world with advanced defense systems
- 5. Copyright 2016 Trend Micro Inc.5 Defense Systems in Wars • The most advanced defense system in the world today • National Missile Defense (NMD)
- 6. Copyright 2016 Trend Micro Inc.6 Defense Systems in Wars How about this architecture of defense ?
- 7. Copyright 2016 Trend Micro Inc.7 SPN Security Architecture SPN is a cloud based security architecture powered by – Cloud platform – Big data infrastructure, analytics and machine learning capability – Global threat intelligence – Multiple security services of different focuses
- 9. Copyright 2016 Trend Micro Inc.9 Smart Protection Network Security Architecture The evolution of SPN:
- 10. Copyright 2016 Trend Micro Inc.10 Deep Learning and Cyber-security • Deep learning is a machine learning technique based on deep neural network. • Deep neural network (DNN) is an artificial neural network (ANN) with at least one hidden layer :
- 11. Copyright 2016 Trend Micro Inc.11 Deep Learning and Cyber-security • Viewing deep neural networks (DNN) with a taxonomy
- 12. Copyright 2016 Trend Micro Inc.12 Deep Learning and Cyber-security • Solving challenging problems with DNNs
- 13. Copyright 2016 Trend Micro Inc.13 Deep Learning and Cyber-security We have many challenging problems in cybersecurity
- 14. Copyright 2016 Trend Micro Inc.14 Summary • We used the National Missile Defense (NMD) to analogically introduce our cloud based security architecture SPN • A high level description of SPN with its major capabilities and security services • A brief history of SPN • Further advancing SPN with deep neural networks (DNN)