search

csong27 / membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)
176 stars 63 forks source link

about Chiron #6

Open knightcao opened 5 years ago

knightcao commented 5 years ago

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 let me know the where could get it. Thank you. By the way, I found your membership privacy inference is a real good job, however, the accuarcy is not high when classes c is not so much, for example, for MINST or Cifar10. I think maybe some improvement could do in the future. What about your opinion about it? and do you have such a plan? Thank you.

csong27 commented 5 years ago

Hi,

You can contact the first author Tyler (thunt@cs.utexas.edu) about code for Chiron. In the case of MI with few number of classes, we currently do not have a good method to improve the performance. If you are interested, take a look at this paper https://www.comp.nus.edu.sg/~reza/files/Shokri-SP2019.pdf

knightcao commented 5 years ago

Thank you for your professional suggestion.