Thomas Humphries

20 papers A* 4A 2Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A new spectral conjugate subgradient method with application in computed tomography image reconstruction.
Optim. Methods Softw.
Milagros Loreto, Thomas Humphries, Chella Raghavan, Kenneth Wu, Sam Kwak
2025 A* conf
FastLloyd: Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential Privacy.
USENIX Security Symposium
Abdulrahman Diaa, Thomas Humphries, Florian Kerschbaum
2024 A* conf
Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions.
USENIX Security Symposium
Abdulrahman Diaa, Lucas Fenaux, Thomas Humphries, Marian Dietz, Faezeh Ebrahimianghazani, Bailey Kacsmar, Xinda Li, Nils Lukas, Rasoul Akhavan Mahdavi, Simon Oya, Ehsan Amjadian, Florian Kerschbaum
2024 J jnl
FastLloyd: Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential Privacy.
CoRR
Abdulrahman Diaa, Thomas Humphries, Florian Kerschbaum
2024 A* conf
PEPSI: Practically Efficient Private Set Intersection in the Unbalanced Setting.
USENIX Security Symposium
Rasoul Akhavan Mahdavi, Nils Lukas, Faezeh Ebrahimianghazani, Thomas Humphries, Bailey Kacsmar, John A. Premkumar, Xinda Li, Simon Oya, Ehsan Amjadian, Florian Kerschbaum
2023 J jnl
Differentially Private Simple Genetic Algorithms.
Proc. Priv. Enhancing Technol.
Thomas Humphries, Florian Kerschbaum
2023 J jnl
Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions.
CoRR
Abdulrahman Diaa, Lucas Fenaux, Thomas Humphries, Marian Dietz, Faezeh Ebrahimianghazani, Bailey Kacsmar, Xinda Li, Nils Lukas, Rasoul Akhavan Mahdavi, Simon Oya, Ehsan Amjadian, Florian Kerschbaum
2023 — conf
Gaggle: Genetic Algorithms on the GPU using PyTorch.
GECCO Companion
Lucas Fenaux, Thomas Humphries, Florian Kerschbaum
2023 A conf
Investigating Membership Inference Attacks under Data Dependencies.
CSF
Thomas Humphries, Simon Oya, Lindsey Tulloch, Matthew Rafuse, Ian Goldberg, Urs Hengartner, Florian Kerschbaum
2023 J jnl
PEPSI: Practically Efficient Private Set Intersection in the Unbalanced Setting.
CoRR
Rasoul Akhavan Mahdavi, Nils Lukas, Faezeh Ebrahimianghazani, Thomas Humphries, Bailey Kacsmar, John A. Premkumar, Xinda Li, Simon Oya, Ehsan Amjadian, Florian Kerschbaum
2022 — conf
An Extension of the iMOACO$\mathbb {_R}$ Algorithm Based on Layer-Set Selection.
ANTS Conference
Ashraf M. Abdelbar, Thomas Humphries, Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello
2022 J jnl
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration.
CoRR
Miti Mazmudar, Thomas Humphries, Jiaxiang Liu, Matthew Rafuse, Xi He
2022 J jnl
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration.
Proc. VLDB Endow.
Miti Mazmudar, Thomas Humphries, Jiaxiang Liu, Matthew Rafuse, Xi He
2022 A* conf
Selective MPC: Distributed Computation of Differentially Private Key-Value Statistics.
CCS
Thomas Humphries, Rasoul Akhavan Mahdavi, Shannon Veitch, Florian Kerschbaum
2021 J jnl
Selective MPC: Distributed Computation of Differentially Private Key Value Statistics.
CoRR
Thomas Humphries, Rasoul Akhavan Mahdavi, Shannon Veitch, Florian Kerschbaum
2021 J jnl
Self-Attention Generative Adversarial Network for Iterative Reconstruction of CT Images.
CoRR
Ruiwen Xing, Thomas Humphries, Dong Si
2020 J jnl
Differentially Private Learning Does Not Bound Membership Inference.
CoRR
Thomas Humphries, Matthew Rafuse, Lindsey Tulloch, Simon Oya, Ian Goldberg, Florian Kerschbaum
2020 A conf
Practical Over-Threshold Multi-Party Private Set Intersection.
ACSAC
Rasoul Akhavan Mahdavi, Thomas Humphries, Bailey Kacsmar, Simeon Krastnikov, Nils Lukas, John A. Premkumar, Masoumeh Shafieinejad, Simon Oya, Florian Kerschbaum, Erik-Oliver Blass
2020 J jnl
Superiorized method for metal artifact reduction.
CoRR
Thomas Humphries, Boyang Jessie Wang
2018 J jnl
Solutions to Abel's Integral Equations in Distributions.
Axioms
Chenkuan Li, Thomas Humphries, Hunter Plowman