Printed from https://ideas.repec.org/b/spr/spopap/978-3-031-58923-2.html
My bibliography
Save this book
Handbook of Trustworthy Federated Learning
Editor
- My T. Thai(University of Florida)Hai N. Phan(New Jersey Institute of Technology)Bhavani Thuraisingham(The University of Texas at Dallas)
Abstract
No abstract is available for this item.Individual chapters are listed in the "Chapters" tab
Suggested Citation
- My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), 2025. "Handbook of Trustworthy Federated Learning," Springer Optimization and Its Applications, Springer, number 978-3-031-58923-2, December.
Handle: RePEc:spr:spopap:978-3-031-58923-2
DOI: 10.1007/978-3-031-58923-2
Download full text from publisher
To our knowledge, this item is not available for download. To find whether it is available, there are three options:1. Check below whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a search for a similarly titled item that would be available.
Book Chapters
The following chapters of this book are listed in IDEAS- Sisi Zhou & Lijun Xiao & Yufeng Xiao & Meikang Qiu, 2025. "Trustworthiness, Privacy, and Security in Federated Learning," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 3-38, Springer.
- Bo Tang & Xingyu Li, 2025. "Secure Federated Learning," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 39-71, Springer.
- Wenqi Wei & Tiansheng Huang & Zachary Yahn & Anoop Singhal & Margaret Loper & Ling Liu, 2025. "Data Poisoning and Leakage Analysis in Federated Learning," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 73-108, Springer.
- Priyesh Ranjan & Ashish Gupta & Sajal K. Das, 2025. "Robust Federated Learning Against Targeted Attackers Using Model Updates Correlation," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 109-147, Springer.
- Nicholas Furth & Abdallah Khreishah & Guanxiong Liu & NhatHai Phan & Yasser Jararweh, 2025. "Unfair Trojan: Targeted Backdoor Attacks Against Model Fairness," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 149-168, Springer.
- Hongchang Gao, 2025. "Federated Bilevel Optimization," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 171-195, Springer.
- Maciej Rysz & Guanglin Xu & Alexander Semenov, 2025. "A Two-Stage Stochastic Programming Approach for the Key Management q-Composite Scheme," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 197-219, Springer.
- Tre’ R. Jeter & My T. Thai, 2025. "Recent Advances in Federated Graph Learning," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 223-257, Springer.
- Phung Lai & C. Ariel Pinto, 2025. "Privacy in Federated Learning Natural Language Models," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 259-287, Springer.
- Tengfei Ma & Jie Chen & Trong Nghia Hoang, 2025. "Federated Learning of Models Pretrained on Different Features with Consensus Graphs," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 289-319, Springer.
- Dongxiao Yu & Xiao Zhang & Hanshu He & Shuzhen Chen & Jing Qiao & Yangyang Wang & Xiuzhen Cheng, 2025. "Robust Federated Learning for Edge Intelligence," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 323-366, Springer.
- Xiaopeng Jiang & Hessamaldin Mohammadi & Cristian Borcea & NhatHai Phan, 2025. "ZoneFL: Zone-Based Federated Learning at the Edge," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 367-391, Springer.
- Anantaa Kotal & Sai Sree Laya Chukkapalli & Anupam Joshi, 2025. "Synthetic Data for Privacy Preservation in Distributed Data Analysis Systems," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 393-407, Springer.
- Minsu Kim & Walid Saad, 2025. "Toward Green Federated Learning," Springer Optimization and Its Applications, in: My T. Thai & Hai N. Phan & Bhavani Thuraisingham (ed.), Handbook of Trustworthy Federated Learning, pages 409-428, Springer.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:spopap:978-3-031-58923-2. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
We have no bibliographic references for this item. You can help adding them by using this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.