Sotabase

Career

· Member Of Technical Staff, xAI2025–
· Machine Learning Software Engineer, Google DeepMind2024–2025
· Machine Learning Software Engineer, Google2022–2024
· Machine Learning Software Engineer, Meta2019–2022
· Research Intern, Microsoft2019–2019
· Research And Teaching Assistant, Stanford University2018–2019
· Software Engineer Intern, NVIDIA2017–2017
· Software Engineering Intern, Intel Corporation2016–2016
· Course Assistant For CS 374 And CS 463, University of Illinois at Urbana-Champaign2016–2017
· Research Assistant, University of Illinois at Urbana-Champaign2015–2017

Publications (24)

SentiNet: Detecting Localized Universal Attacks Against Deep Learning Systems
2020 IEEE Security and Privacy Workshops (SPW) · 2018
331
cited
Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference
arXiv.org · 2018
221
cited
SentiNet: Detecting Physical Attacks Against Deep Learning Systems
arXiv.org · 2018
110
cited
Neural Graph Matching Networks for Fewshot 3D Action Recognition
European Conference on Computer Vision · 2018
108
cited
Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos
European Conference on Computer Vision · 2018
78
cited
Leave Your Phone at the Door: Side Channels that Reveal Factory Floor Secrets
Conference on Computer and Communications Security · 2016
77
cited
Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images
arXiv.org · 2018
49
cited
Similarity Search for Efficient Active Learning and Search of Rare Concepts
AAAI Conference on Artificial Intelligence · 2020
46
cited
Every Move You Make: Exploring Practical Issues in Smartphone Motion Sensor Fingerprinting and Countermeasures
Proceedings on Privacy Enhancing Technologies · 2018
37
cited
Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2020
27
cited
3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities
Machine Learning in Health Care · 2018
14
cited
AI Blue Book: Vehicle Price Prediction using Visual Features
2018
12
cited
Smartphone Fingerprinting Via Motion Sensors: Analyzing Feasiblity at Large-Scale and Studing Real Usage Patterns
arXiv.org · 2016
10
cited
Neural Pseudo-Label Optimism for the Bank Loan Problem
Neural Information Processing Systems · 2021
8
cited
A Fully Private Pipeline for Deep Learning on Electronic Health Records
arXiv.org · 2018
6
cited
The Price is Right: Predicting Prices with Product Images
arXiv.org · 2018
5
cited
D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities 3 D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities
2018
1
cited
Location Data and Geo-Indistinguishable Privacy Preserving Protocols
2017
1
cited
Sotabase
Edward Chou | Researcher Profile | Sotabase | Sotabase