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Machine Intelligence Community

Secure Machine Learning Seminar 2018

Schedule

Time: 3:30 PM - 4:30 PM                                             Location: CILSE Seminar 101 Calendar: https://goo.gl/KHRCxw Facebook: https://goo.gl/tDaeQk

Topic Date Paper
Introduction to Secure Machine Learning 01.29.2018 https://goo.gl/1gcju7
Stealing Machine Learning Models via Prediction APIs 02.05.2018 https://goo.gl/BQyCSu
Real-world Adversarial Examples.
Guest speakers: LabSix (https://goo.gl/MiqwMr)
02.19.2018 https://goo.gl/KXqrDN, https://goo.gl/8gXuGq
Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures 02.26.2018 https://goo.gl/dozXNH
Certified Defenses for Data Poisoning Attacks 03.19.2018 https://goo.gl/ipvBP5
Deep Learning with Differential Privacy 04.02.2018 https://goo.gl/ppB9Wy
CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy 04.16.2018 https://goo.gl/Xu5nF9
Practical Secure Aggregation for Privacy Preserving Machine Learning 04.23.2018 https://goo.gl/YPgEzJ
Secure Multi-Party Learning 05.07.2018 TBA

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