Heterogeneity-Aware Adaptive Federated Learning Scheduling
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Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
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Conference Proceeding
TIFF: Tokenized Incentive for Federated Learning
Han, Jingoo, Khan, Ahmad Faraz, Zawad, Syed, Anwar, Ali, Angel, Nathalie Baracaldo, Zhou, Yi, Yan, Feng, Butt, Ali R.
Published in 2022 IEEE 15th International Conference on Cloud Computing (CLOUD) (01.07.2022)
Published in 2022 IEEE 15th International Conference on Cloud Computing (CLOUD) (01.07.2022)
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Conference Proceeding
Detecting and mitigating poison attacks using data provenance
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Year of Publication 26.12.2023
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Year of Publication 26.12.2023
Patent
DETECTING AND MITIGATING POISON ATTACKS USING DATA PROVENANCE
Baracaldo-Angel, Nathalie, Ludwig, Heiko H, Chen, Bryant, Duesterwald, Evelyn
Year of Publication 20.07.2023
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Year of Publication 20.07.2023
Patent
Detecting and mitigating poison attacks using data provenance
Baracaldo-Angel, Nathalie, Ludwig, Heiko H, Chen, Bryant, Duesterwald, Evelyn
Year of Publication 27.06.2023
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Year of Publication 27.06.2023
Patent
Automatically determining poisonous attacks on neural networks
Srivastava, Biplav, Angel, Nathalie Baracaldo, Ludwig, Heiko H, Chen, Bryant
Year of Publication 09.05.2023
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Year of Publication 09.05.2023
Patent
TRAINING MODELS UNDER RESOURCE CONSTRAINTS FOR CROSS-DEVICE FEDERATED LEARNING
Gifford, Wesley M, Zhou, Yi, Zawad, Syed, Baracaldo Angel, Nathalie, Kadhe, Swanand Ravindra
Year of Publication 31.10.2024
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Year of Publication 31.10.2024
Patent
DEFENSE FROM MEMBERSHIP INFERENCE ATTACKS IN TRANSFER LEARNING
Ozdayi, Mustafa Safa, Zhou, Yi, Kadhe, Swanand Ravindra, Baracaldo Angel, Nathalie
Year of Publication 03.10.2024
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Year of Publication 03.10.2024
Patent
Automatically determining whether an activation cluster contains poisonous data
Srivastava, Biplav, Angel, Nathalie Baracaldo, Ludwig, Heiko H, Chen, Bryant
Year of Publication 01.11.2022
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Year of Publication 01.11.2022
Patent
FEATURE SELECTION IN VERTICAL FEDERATED LEARNING
Castiglia, Timothy John, Wang, Shiqiang, Patterson, Stacy Elizabeth, Zhou, Yi, Baracaldo Angel, Nathalie, Kadhe, Swanand Ravindra
Year of Publication 18.07.2024
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Year of Publication 18.07.2024
Patent