Joshua Stock

13 papers A* 1B 1C 3Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — —
Challenges and Solutions for the Protection of Training Data of Machine Learning Models.
Joshua Stock
2024 B conf
DealSecAgg: Efficient Dealer-Assisted Secure Aggregation for Federated Learning.
ARES
Joshua Stock, Henry Heitmann, Janik Noel Schug, Daniel Demmler
2024 C conf
Property Inference as a Regression Problem: Attacks and Defense.
SECRYPT
Joshua Stock, Lucas Lange, Erhard Rahm, Hannes Federrath
2024 A* conf
S-BDT: Distributed Differentially Private Boosted Decision Trees.
CCS
Thorsten Peinemann, Moritz Kirschte, Joshua Stock, Carlos Cotrini, Esfandiar Mohammadi
2023 C conf
Lessons Learned: Defending Against Property Inference Attacks.
SECRYPT
Joshua Stock, Jens Wettlaufer, Daniel Demmler, Hannes Federrath
2023 — conf
LoVe is in the Air - Location Verification of ADS-B Signals using Distributed Public Sensors.
ICC
Johanna Ansohn McDougall, Alessandro Brighente, Willi Großmann, Ben Ansohn McDougall, Joshua Stock, Hannes Federrath
2023 J jnl
LoVe is in the Air - Location Verification of ADS-B Signals using Distributed Public Sensors.
CoRR
Johanna Ansohn McDougall, Alessandro Brighente, Willi Großmann, Ben Ansohn McDougall, Joshua Stock, Hannes Federrath
2023 J jnl
S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees.
CoRR
Moritz Kirschte, Thorsten Peinemann, Joshua Stock, Carlos Cotrini, Esfandiar Mohammadi
2023 C conf
The Applicability of Federated Learning to Official Statistics.
IDEAL
Joshua Stock, Oliver Hauke, Julius Weißmann, Hannes Federrath
2023 J jnl
The Applicability of Federated Learning to Official Statistics.
CoRR
Joshua Stock, Oliver Hauke, Julius Weißmann, Hannes Federrath
2022 J jnl
Privatsphärefreundliches maschinelles Lernen.
Inform. Spektrum
Joshua Stock, Tom Petersen, Christian-Alexander Behrendt, Hannes Federrath, Thea Kreutzburg
2022 J jnl
Privatsphärefreundliches maschinelles Lernen.
Inform. Spektrum
Joshua Stock, Tom Petersen, Christian-Alexander Behrendt, Hannes Federrath, Thea Kreutzburg
2022 J jnl
Property Unlearning: A Defense Strategy Against Property Inference Attacks.
CoRR
Joshua Stock, Jens Wettlaufer, Daniel Demmler, Hannes Federrath