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Helen Möllering
Helen Möllering
Technische Universität Darmstadt
Computer science
federated learning
Baffle
Exploit
Feedback loop
6
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19
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SAFELearn: Secure Aggregation for private FEderated Learning
2021
S&P | IEEE Symposium on Security and Privacy
Hossein Fereidooni
Samuel Marchal
Markus Miettinen
Azalia Mirhoseini
Helen Möllering
Thien Duc Nguyen
Phillip Rieger
Ahmad-Reza Sadeghi
Thomas Schneider
Hossein Yalame
Shaza Zeitouni
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Citations (6)
Balancing Quality and Efficiency in Private Clustering with Affinity Propagation
2021
SECRYPT | International Conference on Security and Cryptography
Hannah Keller
Helen Möllering
Thomas Schneider
Hossein Yalame
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Citations (3)
Privacy-preserving Density-based Clustering
2021
CCS | Computer and Communications Security
Beyza Bozdemir
Sébastien Canard
Orhan Ermis
Helen Möllering
Melek Önen
Thomas Schneider
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Citations (1)
BaFFLe: Backdoor Detection via Feedback-based Federated Learning
2021
ICDCS | International Conference on Distributed Computing Systems
Sébastien Andreina
Giorgia Azzurra Marson
Helen Möllering
Ghassan O. Karame
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Citations (5)
Privacy-preserving Density-based Clustering
2021
CCS | Computer and Communications Security
Beyza Bozdemir
Sébastien Canard
Orhan Ermis
Helen Möllering
Melek Önen
Thomas Schneider
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BaFFLe: Backdoor detection via Feedback-based Federated Learning.
2020
arXiv: Cryptography and Security
Sébastien Andreina
Giorgia Azzurra Marson
Helen Möllering
Ghassan O. Karame
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Citations (4)
1