The Research Forum showcased ‘work-in-progress’ and short research talks on emerging hot topics, preliminary research results, practical problems encountered by industry practitioners, lessons learned, exciting datasets, and other topics of interest to security researchers working in deep learning.
Seven authoring teams received Outstanding Research Talk awards with voucher prizes and a top prize of a Black Hat Asia 2018 Briefings Pass. Find out the winning teams here!
"User Action as An Authentication Mechanism to Improve Smartphone Security" (Presentation slides)
Arul Prakash Samathuvamani
"Structure2vec: Deep Learning for Security Analytics over Graphs" (Presentation slides)
Assoc. Prof. Le Song, Georgia Institute of Technology; Principle Engineer, Ant Financial
SESSION I: DEEP LEARNING FOR SECURITY
"An Implementation of Web Application Firewall Based on a Deep Neural Network Detection Engine" Liang Shi, Staff Expert and Manager of Security Data Science team, Alibaba Cloud Security
Min Ye, Senior Security Expert, Alibaba Cloud Security
Tianlong Liu, Senior Algorithm Engineer, Alibaba Cloud Security
"Deep Learning for User Authentication " (Presentation slides)
Dr John Whaley, Founder and CEO, UnifyID
SESSION II: SECURITY FOR DEEP LEARNING
"Data Privacy in Machine Learning" (Presentation slides)
Dr Reza Shokri, Assistant Professor, National University of Singapore
"Adversarial Deep Learning: Attacks and Defenses" Dr Ian Fischer, Researcher, Google Research