suhailshergill / differential-privacy

Related projects: ⓘ

• 16GordonA / Path-O-RAM
  An Oblivious RAM program
  ☆7Updated 9 years ago
• McGill-DMaS / Privacy-DiffGen
  Differentially private data release for data mining [SIGKDD 2011] - convert a relational data set into a differentially-private version w…
  ☆16Updated 9 years ago
• mrtzh / PrivateMultiplicativeWeights.jl
  Differentially private synthetic data
  ☆46Updated 3 years ago
• mast-group / itemset-mining
  Probabilistic Itemset Mining
  ☆19Updated 8 years ago
• rbost / ciphermed
  Implementation of "Machine Learning Classification over Encrypted Data" by Raphael Bost, Raluca Ada Popa, Stephen Tu and Shafi Goldwasser
  ☆38Updated 6 years ago
• malaggan / heterogeneous-differential-privacy
  Implementation of the peer-to-peer simulation used for the experimental evaluation of the Heterogeneous Differential Privacy paper.
  ☆10Updated 4 years ago
• prashmohan / GUPT
  A Privacy Preserving Data Mining Platform
  ☆46Updated 12 years ago
• rasmus-pagh / coveringLSH
  Simple implementation of CoveringLSH
  ☆11Updated 8 years ago
• ektelo / ektelo
  ☆38Updated 2 years ago
• snipsco / sda
  Secure distributed aggregation of high-dimensional vectors
  ☆53Updated 7 years ago
• facebookresearch / foltr-es
  The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published a…
  ☆32Updated 3 years ago
• dpcomp-org / dpcomp_core
  ☆42Updated 3 years ago
• HazyResearch / tuffy
  Tuffy, a Markov Logic Network solver
  ☆23Updated 9 years ago
• Mega-DatA-Lab / SpectralLDA-Spark
  Tensor-based Spectral LDA on Spark
  ☆18Updated 6 years ago
• kartik1507 / GraphSC
  ☆28Updated 5 years ago
• Hanjun-Dai / sequence2vec
  ☆9Updated 5 years ago
• sarus-tech / dp-xgboost
  ☆23Updated 8 months ago
• albietz / stochs
  stochs: fast stochastic solvers for machine learning in C++ and Cython
  ☆26Updated last year
• talwagner / quadsketch
  Implementation of QuadSketch algorithm
  ☆11Updated last year
• facebookresearch / Opacus-lab
  Research and experimental code related to Opacus, an open-source library for training PyTorch models with Differential Privacy
  ☆17Updated 2 months ago
• j2kun / zero-knowledge-proofs
  Python code for the post Zero Knowledge Proofs — A Primer
  ☆31Updated 4 years ago
• salspaugh / lupe
  Code for generating analyses found in "Analyzing Log Analysis: An Empirical Study of User Log Mining" to appear in LISA 2014.
  ☆8Updated 9 years ago
• npapernot / multiple-teachers-for-privacy
  This repository contains binaries for the multiple teacher approach to learning differential private ML models: https://arxiv.org/abs/161…
  ☆10Updated 7 years ago
• schoppmp / linreg-mpc
  A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.
  ☆31Updated 5 years ago
• qdm12 / hbc
  API of homomorphic binary operations such as binary comparisons or binary divisions using the library HElib
  ☆28Updated 2 years ago
• kexinrong / rehashing
  fast kernel evaluation in high dimensions via hashing
  ☆23Updated 3 years ago
• mc2-project / secure-xgboost
  Secure collaborative training and inference for XGBoost.
  ☆105Updated last year
• arx-deidentifier / anonbench
  A benchmark of globally-optimal anonymization methods for biomedical data
  ☆16Updated 9 years ago
• Hazelsuko07 / InstaHide_Challenge
  A challenge to investigate the security of the InstaHide protocol.
  ☆12Updated 3 years ago
• hosseinsh / Talos
  Talos: Encrypted Query Processing for the Internet of Things (Source code of our paper at ACM SenSys 2015)
  ☆14Updated 8 years ago