Thomas Humphries

PhD student, University of Waterloo

Joined

May 2021

Names

Thomas Humphries (Preferred)

Emails

****@uwaterloo.ca (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

University of Waterloo (uwaterloo.ca)

2021 – 2026

MS student

University of Waterloo (uwaterloo.ca)

2019 – 2021

BSc Student

Brandon University (brandonu.ca)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Florian Kerschbaum

2021 – 2026

Expertise

No areas of expertise listed

Publications

Investigating Membership Inference Attacks under Data Dependencies
Thomas Humphries, Simon Oya, Lindsey Tulloch, Matthew Rafuse, Ian Goldberg, Urs Hengartner, Florian Kerschbaum
- 24 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration
Miti Mazmudar, Thomas Humphries, Jiaxiang Liu, Matthew Rafuse, Xi He
- 2022 (modified: 18 Apr 2023)
- Proc. VLDB Endow. 2022
- Readers: Everyone
An Extension of the iMOACO$\mathbb {_R}$ Algorithm Based on Layer-Set Selection
Ashraf M. Abdelbar, Thomas Humphries, Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello
- 2022 (modified: 18 Apr 2023)
- ANTS Conference 2022
- Readers: Everyone
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration
Miti Mazmudar, Thomas Humphries, Jiaxiang Liu, Matthew Rafuse, Xi He
- 2022 (modified: 18 Apr 2023)
- CoRR 2022
- Readers: Everyone
Selective MPC: Distributed Computation of Differentially Private Key-Value Statistics
Thomas Humphries, Rasoul Akhavan Mahdavi, Shannon Veitch, Florian Kerschbaum
- 2022 (modified: 18 Apr 2023)
- CCS 2022
- Readers: Everyone
Selective MPC: Distributed Computation of Differentially Private Key Value Statistics
Thomas Humphries, Rasoul Akhavan Mahdavi, Shannon Veitch, Florian Kerschbaum
- 2021 (modified: 18 Apr 2023)
- CoRR 2021
- Readers: Everyone
Differentially Private Learning Does Not Bound Membership Inference
Thomas Humphries, Matthew Rafuse, Lindsey Tulloch, Simon Oya, Ian Goldberg, Florian Kerschbaum
- 2020 (modified: 18 Apr 2023)
- CoRR 2020
- Readers: Everyone
Practical Over-Threshold Multi-Party Private Set Intersection
Rasoul Akhavan Mahdavi, Thomas Humphries, Bailey Kacsmar, Simeon Krastnikov, Nils Lukas, John A. Premkumar, Masoumeh Shafieinejad, Simon Oya, Florian Kerschbaum, Erik-Oliver Blass
- 2020 (modified: 18 Apr 2023)
- ACSAC 2020
- Readers: Everyone
Solutions to Abel's Integral Equations in Distributions
Chenkuan Li, Thomas Humphries, Hunter Plowman
- 2018 (modified: 18 Apr 2023)
- Axioms 2018
- Readers: Everyone