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Abhishek Singh's Projects

cats icon cats

Conditional Adversarial Trajectory Synthesis

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

eden icon eden

Location privacy protection mechanism (LPPM) based on a federated risk assessment.

freqdp icon freqdp

ICDE'22: Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories

geolife-trajectories-1.3 icon geolife-trajectories-1.3

This repo has the data pipeline codes for processing Microsoft geolife research for contact tracing testing

geomark icon geomark

This is a re-imagining of the locally differentially private trajectory data perturbation framework utilizing the geo-indistinguishability differential privacy framework

lstm-trajgan icon lstm-trajgan

LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection

on-the-fly-histogram-privacy icon 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 icon salppm

Semantics-aware Location Privacy Preserving: A Differential Privacy Approach

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