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Search results for pytorch differential privacy
differential-privacy
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pytorch
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14 search results found
Opacus
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1,535
Training PyTorch models with differential privacy
Pfllib
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1,176
We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study
Differential Privacy Based Federated Learning
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212
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
Pyvacy
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73
👁🙅♀️Differentially Private Optimization Algorithms for PyTorch
Private Transformers
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69
make differentially private training of transformers easy
Lpgnn
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39
Locally Private Graph Neural Networks (ACM CCS 2021)
Pate
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23
Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/1610.05755)
Gap
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23
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
Sagemaker Privacy For Nlp
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12
A solution that helps apply a privacy preserving mechanism to NLP data, using Amazon SageMaker.
Pytorch Privacy
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11
simple Differential Privacy in PyTorch
Encrypted_ai_finance
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8
Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
Federated_he
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7
Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.
Private Ai
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6
Repo for Udacity's Secure & Private AI coursework and also includes projects related to #60daysofudacity
Private_vision
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6
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