vt-asaplab

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8 repositories

e-SeaFL
Public
Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning
python c cpp data-privacy commitment privacy-preserving federated-learning secure-aggregation
C
•0•4•0•0•Updated Nov 5, 2024Nov 5, 2024
vPIN
Public
Privacy-Preserving Verifiable Neural Network Inference Service
python rust machine-learning neural-networks convolutional-neural-networks data-privacy homomorphic-encryption spartan commitment privacy-preserving
Rust
•0•6•0•0•Updated Nov 5, 2024Nov 5, 2024
MUSES
Public
Efficient Multi-User Searchable Encrypted Database
mpc searchable-encryption multi-party-computation oblivious-search encrypted-search distributed-point-function key-homomorphic-pseudorandom-function oblivious-shuffle oblivious-count linear-group-action
C
•
MIT License
•0•6•0•0•Updated Aug 15, 2024Aug 15, 2024
DSSE-Attacks
Public
Update Frequency Attacks for Forward/Backward-Private Searchable Encryption
Python
•0•3•0•0•Updated Jun 12, 2024Jun 12, 2024
model-hetero-fl-attacks
Public
Python
•0•1•0•0•Updated Apr 3, 2024Apr 3, 2024
porla
Public
Efficient Dynamic Proof of Retrievability
error-correction-codes bulletproof bulletproofs kzg verifiable-computation zero-knowledge-proof blockchain-storage kzg-commitment proof-of-retrievability secure-cloud-storage
C
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MIT License
•3•11•0•0•Updated Feb 12, 2024Feb 12, 2024
MAPLE
Public
MAPLE: Metadata-Hiding Policy-Controllable Encrypted Search Platform
mpc oram searchable-encryption multi-party-computation oblivious-ram oblivious-search garbled-circuit encrypted-search oblivious-data-structure circuit-oram
C++
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MIT License
•0•7•0•0•Updated Dec 19, 2023Dec 19, 2023
ezDPS
Public
ezDPS: An Efficient and Zero-Knowledge Machine Learning Inference Pipeline
machine-learning svm pca dwt zero-knowledge-proofs rust
Rust
•0•11•0•0•Updated Jul 14, 2023Jul 14, 2023