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Security of Machine Learning


Hold Date 2019-07-10 16:45~2019-07-10 17:45

Place IMI Auditorium (W1-D-413), West Zone 1, Ito campus, Kyushu University

Object person  

Speaker Satsuya OHATA (National Institute of Advanced Industrial Science and Technology (AIST))

The IMI Colloquium in July
 
Date : Wednesday, 10 July 2019
          16:45-17:45
Place : IMI Auditorium (W1-D-413) (4F, West Zone 1, Kyushu University)
 
Speaker : Dr. Satsuya OHATA (National Institute of Advanced Industrial Science and Technology (AIST))
 
Title :  Security of Machine Learning
 
Abstract :
In security research, we have been frequently used machine learning techniques as tools. Recently,
we can also see many research results on the security for machine learning itself. In this talk, we
introduce research results on machine learning security. I will mainly explain the specially-crafted
image/signal called adversarial examples. Moreover, I also roughly talk about other results in this
research field (model extraction, model inversion, and membership inferences, etc.).
 


IMI Colloquium Report