CAAD VILLAGE - GeekPwn - The Uprising Geekpwn AI/Robotics Cybersecurity Contest U.S. 2018 - Explanation: Alternative Path to Secure Deep Learning System

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Video in TIB AV-Portal: CAAD VILLAGE - GeekPwn - The Uprising Geekpwn AI/Robotics Cybersecurity Contest U.S. 2018 - Explanation: Alternative Path to Secure Deep Learning System

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Title
CAAD VILLAGE - GeekPwn - The Uprising Geekpwn AI/Robotics Cybersecurity Contest U.S. 2018 - Explanation: Alternative Path to Secure Deep Learning System
Alternative Title
Recent Progress in Adversarial Deep Learning
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CC Attribution 3.0 Unported:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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2018
Language
English

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Abstract
In this talk, the speaker will introduce the state-of-art techniques in both defense and attack. More specifically, he will summary the most effective attack approach and the defense mechanisms. He will also share the approaches their team adopted for the competition. Wenbo Guo is a Ph.D. student in the College of Information Science and Technology at Pennsylvania State University. Currently, he is a research intern at JD security research center in Silicon Valley. Before joining the Penn State, he got his Master degree from Shanghai Jiao Tong University in 2017. His research mainly focuses on deep learning as well as its applications in program analysis and security. He has published several research papers in the high-quality journals and conferences, such as KDD. Alejandro Cuevas, originally from Paraguay, graduated in May 2018 from The Pennsylvania State University with a B.S. Security and Risk Analysis. As an undergraduate, Alejandro co-authored 2 papers in different areas within computer security. At Penn State, Alejandro has worked on analyzing the challenges in the reproduction of crowd-reported vulnerabilities and is currently involved in a project presenting a novel RNN for memory alias analysis. Furthermore, Alejandro has also extensively collaborated with EPFL, exploring the security challenges faced by the ICRC and helping in the deployment of an anonymous communication protocol with provable traffic-analysis resistance. Alejandro is currently applying to Ph.D. programs and hopes to start in the fall of 2019.
Area NP-hard Ferry Corsten Building Coma Berenices System call Field (computer science) Word Causality Ring (mathematics) Different (Kate Ryan album) System programming Right angle Information security Physical system
Frequency Causality Hypermedia Single-precision floating-point format Execution unit Family Sequence Rule of inference Proper map Resultant
Focus (optics) Information Quantum state Equaliser (mathematics) Physicalism Plastikkarte Mortality rate Binary file System call Usability Function (mathematics) Self-organization Office suite Endliche Modelltheorie System identification Resultant
Game controller Direction (geometry) Execution unit Rule of inference 2 (number) Number Power (physics) Architecture Medical imaging Bit rate Single-precision floating-point format Endliche Modelltheorie Area Prisoner's dilemma Sound effect Computer network Bit Line (geometry) System call Flow separation Word Right angle Object (grammar) Information security Thermal conductivity Data structure Resultant
Approximation Linear map Row (database)
Metre Linear regression Leak Usability Data model Word Cross-correlation Mixture model Core dump Process (computing) Endliche Modelltheorie Tunis Row (database)
Single-precision floating-point format Pattern recognition Electric generator Connectivity (graph theory) Computer-generated imagery
Pattern recognition Vulnerability (computing) Linear regression Computer-generated imagery 2 (number) Data model Single-precision floating-point format Medical imaging Causality Mixture model Endliche Modelltheorie Resultant Row (database) Oracle
Data model Building Sample (statistics) Function (mathematics) Building Multiplication sign Endliche Modelltheorie Binary file Rule of inference Sequence Event horizon Resultant
Rule of inference Noise (electronics) Building View (database) Physical law Federation of Bosnia and Herzegovina Binary file Disk read-and-write head Measurement Theory Field (computer science) Data model Word Exclusive or Function (mathematics) Video game Right angle Whiteboard Endliche Modelltheorie Family Resolvent formalism Metropolitan area network
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