Joshua Stock

According to our database, Joshua Stock authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Property Inference as a Regression Problem: Attacks and Defense.

Joshua Stock, Lucas Lange, Erhard Rahm, Hannes Federrath

Proceedings of the 21st International Conference on Security and Cryptography, 2024

S-BDT: Distributed Differentially Private Boosted Decision Trees.

Thorsten Peinemann, Moritz Kirschte, Joshua Stock, Carlos Cotrini, Esfandiar Mohammadi

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

DealSecAgg: Efficient Dealer-Assisted Secure Aggregation for Federated Learning.

Joshua Stock, Henry Heitmann, Janik Noel Schug, Daniel Demmler

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

2023

S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees.

Moritz Kirschte, Thorsten Peinemann, Joshua Stock, Carlos Cotrini, Esfandiar Mohammadi

CoRR, 2023

Lessons Learned: Defending Against Property Inference Attacks.

Joshua Stock, Jens Wettlaufer, Daniel Demmler, Hannes Federrath

Proceedings of the 20th International Conference on Security and Cryptography, 2023

The Applicability of Federated Learning to Official Statistics.

Joshua Stock, Oliver Hauke, Julius Weißmann, Hannes Federrath

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

LoVe is in the Air - Location Verification of ADS-B Signals using Distributed Public Sensors.

Johanna Ansohn McDougall, Alessandro Brighente, Willi Großmann, Ben Ansohn McDougall, Joshua Stock, Hannes Federrath

Proceedings of the IEEE International Conference on Communications, 2023

2022

Privatsphärefreundliches maschinelles Lernen.

Joshua Stock, Tom Petersen, Christian-Alexander Behrendt, Hannes Federrath, Thea Kreutzburg

Inform. Spektrum, 2022

Property Unlearning: A Defense Strategy Against Property Inference Attacks.

Joshua Stock, Jens Wettlaufer, Daniel Demmler, Hannes Federrath

CoRR, 2022