Abhishek Singh's repositories
CATS
Conditional Adversarial Trajectory Synthesis
Classifying_Data_Using_a_Support_Vector_Machine
This is the code for the "Classifying Data using Gradient Descent" by Siraj Raval on Youtube
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
EDEN
Location privacy protection mechanism (LPPM) based on a federated risk assessment.
Edge-DataSet
Dataset for IoT, Fog and Edge-based experiments
FreqDP
ICDE'22: Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories
Geolife-Trajectories-1.3
This repo has the data pipeline codes for processing Microsoft geolife research for contact tracing testing
GeoMark
This is a re-imagining of the locally differentially private trajectory data perturbation framework utilizing the geo-indistinguishability differential privacy framework
LSTM-TrajGAN
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection
Math-of-Machine-Learning-Course-by-Siraj
Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
on-the-fly-histogram-privacy
Code for paper "On-the-fly Privacy for Location Histograms," G. Theodorakopoulos, E. Panaousis, K. Liang and G. Loukas, IEEE Transactions on Dependable and Secure Computing, 2020.
SALPPM
Semantics-aware Location Privacy Preserving: A Differential Privacy Approach