Blog
Methodology, implementation write-ups and challenge post-mortems.
IMPLEMENTATION20 MAY 2025 · 6 MIN · KERNEL encrypted-knnk-Nearest Neighbors Search under FHEThe article details the solution provided by the winner of the FHERMA k-Nearest Neighbors Search
IMPLEMENTATION19 MAY 2025 · 3 MIN · KERNEL encrypted-regressionHouse Price PredictionThe article details the solution provided by the winner of the House Price Prediction challenge.
IMPLEMENTATION28 APR 2025 · 2 MIN · KERNEL encrypted-fraud-detectionFraud Detection on Ethereum Using Homomorphic SVM with RBF KernelThe article details the solution provided by the winner of the FHERMA Ethereum Fraud Detection
IMPLEMENTATION16 APR 2025 · 5 MIN · KERNEL encrypted-matrix-inversionInvertible MatrixThe article details the solution provided by the winner of the FHERMA Invertible Matrix challenge, Chi-Hieu Nguyen
IMPLEMENTATION16 APR 2025 · 4 MIN · KERNEL encrypted-fraud-detectionEthereum Fraud Detection via SVM with Linear KernelThe article details the solution provided by the winner of the FHERMA Ethereum Fraud Detection
IMPLEMENTATION01 NOV 2024 · 3 MIN · KERNEL encrypted-sortingEncrypted Array SortingThe article details the solution provided by the winner of the Array Sorting challenge, Chi-Hieu Nguyen
IMPLEMENTATION29 OCT 2024 · 3 MIN · KERNEL encrypted-maxMax Element Search over an Encrypted VectorThe article details the solution provided by the winner of the Max Element challenge
IMPLEMENTATION25 SEPT 2024 · 4 MIN · KERNEL encrypted-image-classificationPrivacy-Preserving CIFAR-10 Classification Using KANThe article details the solution provided by the winner of the FHERMA CIFAR-10 image classification challenge
IMPLEMENTATION24 SEPT 2024 · 4 MIN · KERNEL encrypted-shlSHL Challenge SolutionThe article details the solution provided by the winner of the SHL challenge
IMPLEMENTATION17 SEPT 2024 · 4 MIN · KERNEL encrypted-parityParity Challenge SolutionThe article details the solution provided by the winner of the FHERMA Parity challenge, Chi-Hieu Nguyen
IMPLEMENTATION04 SEPT 2024 · 3 MIN · KERNEL encrypted-lookupEncrypted Lookup TableThe article details the solution provided by the winner of the FHERMA Lookup table challenge.
IMPLEMENTATION01 SEPT 2024 · 3 MIN · KERNEL encrypted-image-classificationPrivacy-Preserving CIFAR-10 Classification Using MLPThe article details the solution provided by the winners of the CIFAR-10 image classification challenge, LattiGo implementation.
IMPLEMENTATION01 AUG 2024 · 3 MIN · KERNEL encrypted-reluReLU Function under FHEThe article details the solution provided by the winners of the ReLU Function challenge
IMPLEMENTATION26 FEB 2024 · 4 MIN · KERNEL encrypted-signSIGN Function under FHEThe article details the solution provided by the winner for the SIGN Evaluation Challenge.
IMPLEMENTATION26 FEB 2024 · 5 MIN · KERNEL encrypted-matrix-multiplicationEncrypted Matrix MultiplicationThe article details the solution provided by the winner for the Matrix Multiplication challenge.
IMPLEMENTATION26 FEB 2024 · 7 MIN · KERNEL encrypted-sigmoidLogistic (Sigmoid) Function under FHEThe article details the solution provided by the winner for the Logistic Function Challenge.
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