Private Training Set Inspection in MLaaS

15 May 2023

Papers citing "Private Training Set Inspection in MLaaS"

8 / 8 papers shown

Title
Property Inference Attacks on Convolutional Neural Networks: Influence and Implications of Target Model's Complexity Mathias Parisot Balázs Pejó Dayana Spagnuelo MIACV 121 33 0 27 Apr 2021
Label-Only Membership Inference Attacks Christopher A. Choquette-Choo Florian Tramèr Nicholas Carlini Nicolas Papernot MIACV MIALM 96 514 0 28 Jul 2020
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition Mimansa Jaiswal E. Provost 84 75 0 29 Oct 2019
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering Renan Souza L. Azevedo Vítor Lourenço E. Soares R. Thiago ... M. Moreno P. Valduriez M. Mattoso Renato F. G. Cerqueira M. Netto AI4TS 38 35 0 09 Oct 2019
Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning Tribhuvanesh Orekondy Seong Joon Oh Yang Zhang Bernt Schiele Mario Fritz PICV FedML 397 37 0 15 May 2018
Exploiting Unintended Feature Leakage in Collaborative Learning Luca Melis Congzheng Song Emiliano De Cristofaro Vitaly Shmatikov FedML 152 1,474 0 10 May 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 184 19,284 0 13 Jan 2018
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 261 4,135 0 18 Oct 2016