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Titlebook: Handbook of Trustworthy Federated Learning; My T. Thai,Hai N. Phan,Bhavani Thuraisingham Book 2025 The Editor(s) (if applicable) and The A

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Synthetic Data for Privacy Preservation in Distributed Data Analysis Systemsnately, data anonymization techniques are not fool proof and can be broken with new information that an adversary may obtain or through weaknesses in the anonymization process. Federated learning techniques are costly to maintain and require consensus and centralization of models. This limits the ab
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Toward Green Federated Learningartificial intelligence (AI). To meet latency requirements and data privacy, training should be done on IoT devices. While federated learning (FL) can satisfy these data privacy requirements, concerns regarding the energy-intensive training pipeline still exist. Such large energy cost further impose
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Wenqi Wei,Tiansheng Huang,Zachary Yahn,Anoop Singhal,Margaret Loper,Ling Liullection of plays and monologues. The topics covered in the book include housing and foreclosure, suicide, assault, mental health, the Black male experience, and more.  The book intersects with critical race theory because the majority of this work positions race at the center of the experiences of
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Priyesh Ranjan,Ashish Gupta,Sajal K. Dasllection of plays and monologues. The topics covered in the book include housing and foreclosure, suicide, assault, mental health, the Black male experience, and more.  The book intersects with critical race theory because the majority of this work positions race at the center of the experiences of
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Hongchang Gaollection of plays and monologues. The topics covered in the book include housing and foreclosure, suicide, assault, mental health, the Black male experience, and more.  The book intersects with critical race theory because the majority of this work positions race at the center of the experiences of
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Maciej Rysz,Guanglin Xu,Alexander Semenovllection of plays and monologues. The topics covered in the book include housing and foreclosure, suicide, assault, mental health, the Black male experience, and more.  The book intersects with critical race theory because the majority of this work positions race at the center of the experiences of
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