Arm the World with SPN based Security

Arm the World with SPN based Security

Liwei Ren, Ph.D San Jose, California, Oct 2016

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


Defense Systems in Wars

Trend Micro’s mission:

– to arm the digital world with advanced defense systems


Defense Systems in Wars

Trend Micro’s mission:

– to arm the digital world with advanced defense systems


Defense Systems in Wars • The most advanced defense system in the world today

• National Missile Defense (NMD)


Defense Systems in Wars How about this architecture of defense ?


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


Smart Protection Network Security Architecture The evolution of SPN:


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 :


Deep Learning and Cyber-security • Viewing deep neural networks (DNN) with a taxonomy


Deep Learning and Cyber-security • Solving challenging problems with DNNs


Deep Learning and Cyber-security We have many challenging problems in cybersecurity


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)

Technology

Arm the World with SPN based Security