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Prajwal Panzade
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 6
Top Topics
Biomedical Images
Sensitive Data
Multi Party
Homomorphic Encryption
Top Venues
CoRR
IEEE Internet Things J.
TPS-ISA
IWSPA@CODASPY
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Publications
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Prajwal Panzade
,
Daniel Takabi
,
Zhipeng Cai
I can't see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption.
CoRR
(2024)
Prajwal Panzade
,
Daniel Takabi
,
Zhipeng Cai
Privacy-Preserving Machine Learning Using Functional Encryption: Opportunities and Challenges.
IEEE Internet Things J.
11 (5) (2024)
Prajwal Panzade
,
Daniel Takabi
,
Zhipeng Cai
MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption.
CoRR
(2024)
Prajwal Panzade
,
Daniel Takabi
FENet: Privacy-preserving Neural Network Training with Functional Encryption.
IWSPA@CODASPY
(2023)
Prajwal Panzade
,
Daniel Takabi
SoK: Privacy Preserving Machine Learning using Functional Encryption: Opportunities and Challenges.
CoRR
(2022)
Prajwal Panzade
,
Daniel Takabi
Towards Faster Functional Encryption for Privacy-preserving Machine Learning.
TPS-ISA
(2021)