Publications

Miti Mazmudar, Thomas Humphries, Jiaxiang Liu, Matthew Rafuse, and Xi He. “Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration”. In: International Conference on Very Large Data Bases (VLDB). 2023. (paper) (code)

Thomas Humphries and Florian Kerschbaum. “Differentially Private Simple Genetic Algorithms”. In: Proceedings on Privacy Enchancing Technologies (PoPETs). 2023. (paper) (code)

Lucas Fenaux, Thomas Humphries, and Florian Kerschbaum. “Gaggle: Genetic Algorithms on the GPU using PyTorch”. In: GECCO ‘23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. 2023. (paper) (code)

Thomas Humphries, Simon Oya, Lindsey Tulloch, Matthew Rafuse, Ian Goldberg, Urs Hengartner, and Florian Kerschbaum. “Investigating Membership Inference Attacks under Data Dependencies”. In: IEEE Computer Security Foundations Symposium (CSF). 2023. (paper) (code)

Thomas Humphries, Rasoul Akhavan Mahdavi, Shannon Veitch, and Florian Kerschbaum. “Selective MPC: Distributed Computation of Differentially Private Key-Value Statistics”. In: ACM SIGSAC Conference on Computer and Communications Security (CCS). 2022, pp. 1459–1472. (paper) (code)

Ashraf M. Abdelbar, Thomas Humphries, Jesús Guillermo Falcón-Cardona, and Carlos A. Coello Coello. “An Extension of the IMOACOR Algorithm Based on Layer-Set Selection”. In: Swarm Intelligence: 13th International Conference (ANTS). 2022, pp. 266–274. (paper)

Rasoul Akhavan Mahdavi, Thomas Humphries, Bailey Kacsmar, Simeon Krastnikov, Nils Lukas, John A. Premkumar, Masoumeh Shafieinejad, Simon Oya, Florian Kerschbaum, and Erik-Oliver Blass. “Practical OverThreshold Multi-Party Private Set Intersection”. In: Annual Computer Security Applications Conference (ACSAC). 2020, pp. 772–783. (paper)

Chenkuan Li, Changpin Li, Thomas Humphries, and Hunter Plowman. “Remarks on the Generalized Fractional Laplacian Operator”. In: Mathematics 7.4 (2019). (paper)

Chenkuan Li, Thomas Humphries, and Hunter Plowman. “Solutions to Abel’s Integral Equations in Distributions”. In: Axioms 7.3 (2018). (paper)

Theses

Thomas Humphries. “Differentially Private Simple Genetic Algorithms”. 2021. (paper)