Prajwal Panzade

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Privacy Preserving

Homomorphic Encryption

Vertically Partitioned Data

Top Venues

IEEE Internet Things J.

Publications

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)
Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning. CoRR (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)