yigitcankaya / augmentation_mia Goto Github PK
View Code? Open in Web Editor NEWThe source code for ICML2021 paper When Does Data Augmentation Help With Membership Inference Attacks?
Home Page: http://www.cs.umd.edu/~yigitcan/
The source code for ICML2021 paper When Does Data Augmentation Help With Membership Inference Attacks?
Home Page: http://www.cs.umd.edu/~yigitcan/
It seems like the current config file does not contain "n_attacker_train", "n_attacker_test" that are required in mia_attacks.py. Are these two parameters representing the number of samples used to estimate the threshold for Adv_std and Adv_pow (located in Chapter 4, Attacks in the paper)? By default, are these parameters set to 100 randomly chosen samples from training and testing set?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.