syyunn / secureml

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