Prajwal Panzade

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
BlindTuner: On Enhancement of Privacy-Preserving Fine-Tuning of Transformers Based on Homomorphic Encryption.
IEEE Internet Things J.
Prajwal Panzade, Javad Rafiei Asl, Daniel Takabi, Zhipeng Cai
2024 J jnl
I can't see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption.
CoRR
Prajwal Panzade, Daniel Takabi, Zhipeng Cai
2024 — conf
MOFHEI: Model Optimizing Framework for Fast and Efficient Homomorphically Encrypted Neural Network Inference.
TPS-ISA
Parsa Ghazvinian, Robert Podschwadt, Prajwal Panzade, Mohammad Hossein Rafiei, Daniel Takabi
2024 J jnl
MOFHEI: Model Optimizing Framework for Fast and Efficient Homomorphically Encrypted Neural Network Inference.
CoRR
Parsa Ghazvinian, Robert Podschwadt, Prajwal Panzade, Mohammad Hossein Rafiei, Daniel Takabi
2024 J jnl
MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption.
CoRR
Prajwal Panzade, Daniel Takabi, Zhipeng Cai
2024 J jnl
Privacy-Preserving Machine Learning Using Functional Encryption: Opportunities and Challenges.
IEEE Internet Things J.
Prajwal Panzade, Daniel Takabi, Zhipeng Cai
2024 — conf
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning.
NAACL-HLT (Findings)
Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai
2024 J jnl
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning.
CoRR
Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai
2023 — conf
FENet: Privacy-preserving Neural Network Training with Functional Encryption.
IWSPA@CODASPY
Prajwal Panzade, Daniel Takabi
2022 J jnl
SoK: Privacy Preserving Machine Learning using Functional Encryption: Opportunities and Challenges.
CoRR
Prajwal Panzade, Daniel Takabi
2021 — conf
Towards Faster Functional Encryption for Privacy-preserving Machine Learning.
TPS-ISA
Prajwal Panzade, Daniel Takabi