IBM/differential-privacy-library

Issues

• can We use These Library With Flowers federated learning framework for Apply Dp With Fedrating learning

  #96 opened 2 months ago by ibad321
  1

• Error with Scikit-learn version 1.5.0

  #95 opened 3 months ago by PaulineMauryL
  2

• Insecure noise primitives should be marked as such and/or removed entirely

  #94 opened 4 months ago by TedTed
  2

• Add a Differentially-Private AdaBoost model

  #83 opened 4 months ago by UPstartDeveloper
  0

• DP-RF classification at epsilon=np.inf is dramatically worse than non-DP version (sklearn)

  #93 opened 4 months ago by kayakalison
  3

• using mechanisms individually

  #76 opened a year ago by canoztas
  2

• Implementation of Decision Tree

  #73 opened a year ago by haaksb
  1

• predict_proba method

  #68 opened a year ago by Zeyu-Shen
  1

• nanmean is broken

  #87 opened a year ago by marty90
  1

• Computing multiple quantiles always uses a new random state

  #79 opened a year ago by daniel-vos
  1

• Handling of NaNs

  #80 opened 2 years ago by naoise-h
  0

• DP Random Forest Performance Issues

  #64 opened 2 years ago by jan0b
  3

• DP Random Forest Classifier failed when applying predict function

  #62 opened 2 years ago by JoaoRodrigues9
  7

• Seedable models

  #31 opened 2 years ago by wouterz
  3

• Factor of 2 in objective for DP logistic regression

  #71 opened 2 years ago by fl16180
  0

• ImportError: cannot import name 'DiffprivlibMixin'

  #69 opened 2 years ago by Wang-ue
  0

• Budget accounting for parallel composition

  #21 opened 5 years ago by naoise-h
  0

• Privacy-preserving parametrisation

  #20 opened 5 years ago by naoise-h
  0

• diffprivlib failed to be installed in Windows 10 due to the crlibm dependency

  #66 opened 2 years ago by shlomihod
  3

• LinearRegression giving incorrect results

  #63 opened 3 years ago by anirban-nath
  1

• random forest bug

  #59 opened 3 years ago by Hiramdu
  3

• Meaning of bounds.

  #58 opened 3 years ago by BismeetSingh
  3

• Any explanation for DP？

  #60 opened 3 years ago by Hiramdu
  1

• ML Support

  #57 opened 3 years ago by Hiramdu
  3

• [question] About the gamma distribution noise used in the vector mechanism

  #56 opened 3 years ago by arafubeatbox
  2

• Clarification needed: Is this library to be used strictly on list of elements?

  #24 opened 3 years ago by amanjeev
  2

• Implementation of Random forest model

  #22 opened 3 years ago by abigailgold
  1

• Floating-point privacy vulnerabilities

  #19 opened 3 years ago by naoise-h
  1

• Array index out of bounds in https://github.com/IBM/differential-privacy-library/blob/main/diffprivlib/tools/quantiles.py#L134

  #49 opened 3 years ago by justanotherlad
  4

• Different lengths of probabilities and measure arrays in /mechanisms/exponential.py#L130

  #48 opened 3 years ago by justanotherlad
  3

• Why bounded laplace is not used for all libraries?

  #33 opened 3 years ago by aitsam12
  1

• Wishart mechanism should be removed as non-private

  #42 opened 3 years ago by ahonkela
  1

• percentile function raises a RuntimeError when given a list of identical values

  #43 opened 3 years ago by nadavaviv
  1

• Upper Bound of _var() in diffprivlib/tools/utils.py

  #44 opened 3 years ago by justanotherlad
  2

• Difficulty when running in parallel

  #40 opened 3 years ago by ramongonze
  1

• how to generate a noisy vector?

  #39 opened 4 years ago by hwj-wik
  4

• Bug of LinearRegression

  #34 opened 4 years ago by MiicheYang
  1

• Differential Private Percentiles

  #26 opened 4 years ago by nadavaviv
  6

• Is the Wishart mechanism (and the LinearRegression model built on top of it) really private?

  #23 opened 4 years ago by ftramer
  3

• Pythonify mechanisms

  #17 opened 4 years ago by naoise-h
  0

• Random Number Generation

  #27 opened 4 years ago by michaelpatrickpurcell
  1

• Generate tarball release

  #16 opened 5 years ago by rluria14
  0

• Privacy Proof for DP Logistic Regression

  #10 opened 5 years ago by NicolaasWeideman
  1