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 |