Project Research

iNonymize: Empathetic Anonymity in Tele-Mental Health Using AI Generated Avatars

This project was selected to represent MIT at the Microsoft Design Expo 2020 on ‘Healthier Futures.’ iNonymizeA tele-mental health p...
Project Research

DAMS: Differentially Private Sketching Data Structures

We propose an improved private count-mean-sketch data structure and show its applicability to differentially private contact tr...
Project Research

[bike] swarm

As bikes navigate city streets after dark, they are often equipped with lights. The lights make the bikes visible to cars or other bikers...
Project Research

Safe Paths

Papers from SafePaths: https://github.com/PrivateKit/PrivacyDocumentsSafe Paths is an MIT-led, free, open source technology tha...
Project Research

Split Learning: Distributed and collaborative learning

Split Learning: Distributed deep learning without sharing raw data Project Page: https://splitlearning.github.io/Abstract: ...
Project Research

Splintering with distributions: A stochastic decoy scheme for private computation

We present a stochastic scheme for splitting the client data into privatized shares that are transmitted to the server in such settings. ...
Project Research

Corporate surveillance of the commons + Amazon Ring

As of August 2020, Ring has active partnerships with over 1400 law enforcement agencies across the US. These partnerships allow law enfor...
Project Research

Private Location Data for the Public Good and Urban Understanding

There is a continuous and ubiquitous collection of precise, timestamped, geolocation data from apps and devices, being amassed by private...
Project Research

Assessing Disease Exposure Risk With Location Histories And Protecting Privacy

Governments and researchers around the world are implementing digital contact tracing solutions to stem the spread of infectious disease,...
Project Research

AI + Data Privacy Activities for K-9 Students

Policymakers, practitioners, and researchers are grappling with some herculean questions regarding kids' safety online. Homemade sli...
Project Research

Blockchain: A new framework for robotic swarm systems

Swarms of robots will revolutionize many applications, from targeted material delivery to farming. However, the characteristics that make...
Project Research

OPAL 4 Health

Open Algorithms (OPAL)
Project Research

Secure Sharing of Wildlife Data

Leveraging the power of platforms, big data, and advanced analytics for species protection and the public good in a privacy-preserving, s...