xxhcc's repositories
Differential-Privacy-Lab
Graduation Project
agrigento
Agrigento is a tool to identify privacy leaks in Android apps by performing black-box differential analysis on the network traffic.
DEC-keras
Keras implementation for Deep Embedding Clustering (DEC)
differential-privacy-3
Fork of the differential privacy module of TF/models/research
Differential-Privacy-Explained
Explanatory notes on Cynthia Dwork's text on privacy originally created for Facebook's SPAI scholarship challenge
differential-privacy-federated-learning
Curated notebooks on how to train neural networks using differential privacy and federated learning.
Differential-privacy-for-deeplearning-project
Final project for Lesson 6: Differential privacy for deep learning in the Facebook and Udacity Secure and Private AI scholarship nanodegree program
differential-privacy-library
Diffprivlib: The IBM Differential Privacy Library
fancyimpute
Multivariate imputation and matrix completion algorithms implemented in Python
FIM_Local_Differential_Privacy
frequent itemset mining with differential privacy in local setting
Fuzzy-RB-System
Simple fuzzy rule-based logic inference system based on the Mamdani principles.
impyute
Data imputations library to preprocess datasets with missing data
MDI
Missing Data Imputation Python Library
mice
Multivariate Imputation by Chained Equations
miceforest
Multiple Imputation with Random Forests in Python
Missing-Data-Imputation-Methods-Performance-Comparison
Comparison of various data imputation methods
missingpy
Missing Data Imputation for Python
para-impute
Missing value imputation package in Python specialized for High-performance computing. Currently, the package includes iterative random forest imputation (missForest in R).
PLD-Accountant
Code for computing exact guarantees for differential privacy
Predicting-Flights-Taxi-Out-Time-Using-Deep-Q-Learning
A deep Q-Learning Model built using Keras and tested on the Marketing Carrier On-Time Performance dataset to predict taxi-out time
PrivPkt
Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)
pytorch-dp
Training PyTorch models with differential privacy
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
shadowdp
Verification Tool for Differential Privacy. Code for [PLDI'19] "Proving Differential Privacy with Shadow Execution".
statdp
Statistical Counterexample Detector for Differential Privacy
statdp-1
Statistical Counterexample Detector for Differential Privacy. Code for [CCS'18] "Detecting Violations of Differential Privacy".
sunDP
Useful tools for differential privacy
traffic
A toolbox for processing and analysing air traffic data
ycimpute
A missing value imputation library based on machine learning. It's implementation missForest, simple edition of MICE(R pacakge), knn, EM, etc....