Venue
- IEEE Transactions on Industrial Informatics
Date
- 2021
FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT
Jianhua Li*
Ximeng Liu*
Xuyun Zhang*
Xixiang Lyu*
* External authors
IEEE Transactions on Industrial Informatics
2021
Abstract
Related Publications
Hand-crafted image quality metrics, such as PSNR and SSIM, are commonly used to evaluate model privacy risk under reconstruction attacks. Under these metrics, reconstructed images that are determined to resemble the original one generally indicate more privacy leakage. Image…
With growing concerns regarding privacy in machine learning models, regulations have committed to granting individuals the right to be forgotten while mandating companies to develop non-discriminatory machine learning systems, thereby fueling the study of the machine unlearn…
This paper focuses on addressing the practical yet challenging problem of model heterogeneity in federated learning, where clients possess models with different network structures. To track this problem, we propose a novel framework called pFedHR, which leverages heterogeneo…
JOIN US
Shape the Future of AI with Sony AI
We want to hear from those of you who have a strong desire
to shape the future of AI.