tensorflow-privacy

There are 0 repository under tensorflow-privacy topic.

sisinflab / recsys2021-pursuing-privacy
Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applications" held at the 15th ACM Conference on Recommender Systems in Amsterdam, Netherlands
differential-privacy federated-learning homomorphic-encryption privacy pysyft recommender-system recsys recsys2021 secure-multi-party-computation tensorflow-privacy tutorial
Language:Jupyter Notebook 18
Sanghyun-Hong / Gradient-Shaping
[Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping
defense-mechanism machine-learning poisoning-attack security-vulnerability tensorflow tensorflow-privacy
Language:Python 9
sharmi1206 / Membership_Inference_Attack_DP
Testing membership inference attacks on Deep learning models (LSTM, CNN);
cnn attacks privacy differential-privacy tensorflow tensorflow-privacy lstm neural-networks membership-inference-attacks membership-inference-attack multi-class-classification
Language:Python 5
ritwikkanodia / Privacy-Preserving-Machine-Learning
Maintaining the privacy of local server data in a federated learning framework using differential privacy by TensorFlow Privacy Library.
federated-learning differential-privacy tensorflow-privacy smote-sampling tensorflow python
Language:Jupyter Notebook 2
Terror-1 / Privacy-in-behavioral-deep-learning-models
Bachelor Thesis done by hossam elfar exploring privacy enhancing techniques for mouse and keyboard datasets models and their effect on the accuracy
deep-learning differential-privacy neural-network tensorflow-privacy
Language:Jupyter Notebook

tensorflow-privacy

sisinflab / recsys2021-pursuing-privacy

Sanghyun-Hong / Gradient-Shaping

sharmi1206 / Membership_Inference_Attack_DP

ritwikkanodia / Privacy-Preserving-Machine-Learning

Terror-1 / Privacy-in-behavioral-deep-learning-models