haiphanNJIT / SecureSGDView external linksLinks
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).
☆13Apr 16, 2021Updated 4 years ago
Alternatives and similar repositories for SecureSGD
Users that are interested in SecureSGD are comparing it to the libraries listed below
Sorting:
- An implementation of Deep Learning with Differential Privacy☆26Mar 25, 2023Updated 2 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆49Apr 29, 2021Updated 4 years ago
- Amun is a framework that achieves privacy-preserving process mining using differential privacy.☆12Jan 16, 2023Updated 3 years ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆50Jul 3, 2023Updated 2 years ago
- ☆17Oct 11, 2021Updated 4 years ago
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆23Aug 12, 2020Updated 5 years ago
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Aug 1, 2023Updated 2 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Oct 15, 2020Updated 5 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 4 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆10Sep 7, 2018Updated 7 years ago
- ☆10Jan 18, 2022Updated 4 years ago
- Repository for Federated Learning with Differential Privacy☆11May 28, 2022Updated 3 years ago
- 百度商业AI技术创新大赛赛道二：广告图片描述生成 Rank3方案分享☆11Oct 9, 2024Updated last year
- ☆10Oct 18, 2021Updated 4 years ago
- Code accompanying the paper "Disparate Impact in Differential Privacy from Gradient Misalignment".☆11Apr 4, 2023Updated 2 years ago
- ☆12Sep 17, 2019Updated 6 years ago
- Robust Differentially Private Training of Deep Neural Networks☆12Dec 10, 2020Updated 5 years ago
- Error Correction Codes - C☆11May 26, 2019Updated 6 years ago
- This repository contains all public data, python scripts, and documentation relating to NIST Public Safety Communications Research Divisi…☆11Nov 22, 2022Updated 3 years ago
- This is the numerical approach proposed in the paper "Optimal Incentives to Mitigate Epidemics: A Stackelberg Mean Field Game Approach" b…☆12Nov 22, 2021Updated 4 years ago
- An implementation of the decoding of BCH codes resistant to timing attacks☆10Sep 18, 2020Updated 5 years ago
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆46Nov 25, 2019Updated 6 years ago
- Code for NIPS'2017 paper☆51Jul 16, 2020Updated 5 years ago
- Code for our SIGIR'2017 paper "Neural Rating Regression with Abstractive Tips Generation for Recommendation"☆14Jul 24, 2020Updated 5 years ago
- ☆14Nov 13, 2025Updated 3 months ago
- Through this project we have comprehensively evaluated 10 workload predictors and determined which predictor works the best for Alibaba C…☆12Dec 5, 2018Updated 7 years ago
- Watermarking LLM papers up-to-date☆11Dec 17, 2023Updated 2 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 2 years ago
- Layer-wise Sparsification of Distributed Deep Learning☆10Jul 6, 2020Updated 5 years ago
- All exercises from private AI Facebook Scholarship☆13Jul 21, 2019Updated 6 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Jan 27, 2023Updated 3 years ago
- Research and experimental code related to Opacus, an open-source library for training PyTorch models with Differential Privacy☆18Oct 9, 2024Updated last year
- Offical Code for "PEVAE: A Hierarchical VAE for Personalized Explainable Recommendation."☆12Oct 12, 2022Updated 3 years ago
- A Performance Analysis and Simulation of BCH Code in Matlab☆13Feb 26, 2022Updated 3 years ago
- Python package to create a report for mobility data with differential privacy guarantees.☆15Sep 18, 2024Updated last year
- ☆10Dec 30, 2021Updated 4 years ago
- An Android app for the paranoids capable of remote SMS based device locking/wiping, faking the GPS and disabling the device cameras.☆11Dec 25, 2020Updated 5 years ago
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10May 11, 2022Updated 3 years ago
- ☆12Dec 12, 2024Updated last year