A Novel Secure Approach for Enhancing Accuracy of Pest Detection with Private Federated Learning Using DPSGD

Author:

Jani Keyurbhai A.ORCID,Chaubey Nirbhay KumarORCID,Panchal Esan,Tripathi PramodORCID,Yagnik Shruti

Publisher

Springer Nature Singapore

Reference20 articles.

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2. Narayanan A, Shmatikov V (2008) Robust De-anonymization of large sparse datasets. In: 2008 IEEE symposium on security and privacy (sp 2008). Oakland, CA, USA, pp 111–125

3. Bonawitz K et al (2019) Towards federated learning at scale: System design. In: Proceedings of machine learning and systems, vol 1, pp 374–388

4. WeBank AI Group (2018) Federated learning white paper v1.0

5. McMahan B, Moore E, Ramage D, Hampson S, Arcas BAY (2017) Communication-efficient learning of deep networks from decentralized data. In: Singh A, Zhu J (eds) Proceedings of the 20th international conference on artificial intelligence and statistics, proceedings of machine learning research, vol 54, pp 1273–1282

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