membership-inference
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csong27
Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)
Hello, Excuse my lack of knowledge but I am failing to run your project. The code requires a file `target_data.npz` and I am not sure if I should create that...
Could anybody help me out that what does 'train_feat' and 'train_label' mean? Do they serve as the training data of the target model? If so, how can I perform the...
Hello Song I guess maybe you knew a new paper named ML-Leaks, improved by your works. arxiv:1806.01246. What's your opinion? Do you think ML-Leaks is a more effective works? Thank...
Hi, Could you please let me know the Theano and Lasagne versions used in the code? Thanks.
i want to know that the train_feat_file & train_label_file are the train data set of Target? Should I build a Target classified model? Thank you.
Hello, Dr.song. I read your paper《Membership Inference Attacks Against Machine Learning Models》 the other day. I am very interested in it, but I have two questions about it. First, your...
Hello Dr. Song, I was checking your paper and the code. I found two files are saved after your target model training. One is target_model.npz and another is attack_test_data.npz. Can...
Hello Dr Song. I noticed that you are the author of Chiron. I want to know could I download Chiron and use it for evaluate my research. If so, please...
how to convert input_var to a string matrix, if train_feat_file contains string instead of floats?
Hi csong, I am new in Tensor. I wanted to try your code, but my dataset contains string data instead of floating point values. How should i modify the code...
Hello, Song. I try your code via UCI adult's salary data set and cifar10. I get a result similar with yours for adult's salary data set, however for cifar10, i...