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Conference

BadVFL: Backdoor Attacks in Vertical Federated Learning

Subjects: Security; Federated Learning Backdoor Security; Federated LearningSan Francisco; United States

  • Source: SP 2024 - IEEE Symposium on Security and Privacy ; https://hal.science/hal-04321905 ; SP 2024 - IEEE Symposium on Security and Privacy, May 2024, San Francisco, United States. pp.1-8

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Conference

Tutorial: Federated Learning × Security for Network Monitoring

Subjects: Federated Learning; Network Security; Collaborative Intrusion Detection SystemJersey City; NJ; United States

  • Source: 44th IEEE International Conference on Distributed Computing Systems (ICDCS 2024)https://hal.science/hal-0460689444th IEEE International Conference on Distributed Computing Systems (ICDCS

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Conference

Demo: Highlighting the Limits of Federated Learning in Intrusion Detection

Subjects: demonstration; federated learning; intrusion detectionJersey City; NJ; United States

  • Source: 44th IEEE International Conference on Distributed Computing Systems (ICDCS 2024)https://hal.science/hal-0460682444th IEEE International Conference on Distributed Computing Systems (ICDCS

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Conference

Distributed Connectivity-maintenance Control of a Team of Unmanned Aerial Vehicles using Supervised Deep Learning

Subjects: Unmanned Aerial Vehicles; Multi-robot systems; Machine LearningSingapore

  • Source: ICCAR 2024 - 10th International Conference on Control, Automation and Robotics ; https://inria.hal.science/hal-04487145 ; ICCAR 2024 - 10th International Conference on Control, Automation and

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Conference

FairPipes: Data Mutation Pipelines for Machine Learning Fairness

Subjects: Machine Learning; Fairness; Mutation TestingLisbonne; Portugal

  • Source: AST 2024 - 5th ACM/IEEE International Conference on Automation of Software Test ; https://hal.science/hal-04440201 ; AST 2024 - 5th ACM/IEEE International Conference on Automation of Software Test,

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Conference

Machine Learning to better understand and optimize cheese production

Subjects: Machine Learning; cheese production; Optimization / simulation approachBergen; Norway

  • Source: IDF Cheese Science & Technology Symposium ; https://hal.inrae.fr/hal-04607922 ; IDF Cheese Science & Technology Symposium, FIL idf, Jun 2024, Bergen, Norway ;

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Academic Journal

Differentiable Machine Learning-Based Modeling for Directly-Modulated Lasers

Subjects: Optical communication; machine learning; directly modulated laser

  • Source: ISSN: 1041-1135 ; IEEE Photonics Technology Letters ; https://hal.science/hal-04408658 ; IEEE Photonics Technology Letters, 2024, 36 (4), pp.266 - 269. ⟨10.1109/lpt.2024.3350993⟩.

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Academic Journal

Machine learning prediction of state-to-state rate constants for astrochemistry

Subjects: Machine Learning; Quantum dynamics; Astrochemistry -Methods

  • Source: ISSN: 2949-7477 ; Artificial Intelligence Chemistry ; https://hal.science/hal-04452423 ; Artificial Intelligence Chemistry, 2024, 2 (1), pp.100052. ⟨10.1016/j.aichem.2024.100052⟩.

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