ACM Conference on Computer and Communications Security

CCS 2017 - Session 3C

Sessions · Papers

Machine Learning Privacy

Tuesday, 3:45-5:15pm

Session chair: Aylin Caliskan

Machine Learning Models that Remember Too Much
Congzheng Song (Cornell University), Thomas Ristenpart (Cornell Tech), Vitaly Shmatikov (Cornell Tech)
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
Briland Hitaj (Stevens Institute of Technology), Giuseppe Ateniese (Stevens Institute of Technology), Fernando Perez-Cruz (Stevens Institute of Technology)
Oblivious Neural Network Predictions via MiniONN transformations
Jian Liu (Aalto University), Mika Juuti (Aalto University), Yao Lu (Aalto University), N. Asokan (Aalto University)