Secure and utility-aware data collection with condensed local differential privacy
☆17Apr 13, 2020Updated 6 years ago
Alternatives and similar repositories for CLDP
Users that are interested in CLDP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆25Jan 20, 2019Updated 7 years ago
- TKDE'23: A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing☆12May 5, 2023Updated 3 years ago
- Sample LDP implementation in Python☆132Jul 26, 2023Updated 3 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Benchmarking Deep Learning Frameworks☆13Jun 22, 2024Updated 2 years ago
- This project accelerates deep learning models on the edge with the support of running ensemble learning for performance improvement. The …☆12Jun 21, 2022Updated 4 years ago
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆53Feb 19, 2026Updated 7 months ago
- Differential private machine learning☆200Feb 10, 2022Updated 4 years ago
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆47Jan 19, 2017Updated 9 years ago
- Accompanying source code to my Bachelor's thesis at TUHH☆11Mar 15, 2018Updated 8 years ago
- MIT 6.857 Group Project☆10May 30, 2019Updated 7 years ago
- Code for Adaptive Deep Neural Network Inference Optimization with EENet☆13Mar 28, 2024Updated 2 years ago
- Mining Frequent Sequential Patterns under Differential Privacy☆16May 22, 2014Updated 12 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆14Feb 14, 2024Updated 2 years ago
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- Efficient Multi-Object Tracking for Edge devices☆14Nov 8, 2023Updated 2 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 8 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆86Sep 2, 2024Updated 2 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆17Aug 2, 2024Updated 2 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆50Jul 17, 2026Updated 2 months ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆50Jul 3, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of "Deep Learning Hierarchical Representation for Image Steganalysis" by TensorFlow☆11Mar 10, 2018Updated 8 years ago
- Matlab code for CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution☆10Aug 21, 2017Updated 9 years ago
- This is the reference code for Multiclass and multilabel classification.[Ref Blog](https://www.cnblogs.com/zhuchengchao/p/11889170.html)☆14Nov 19, 2019Updated 6 years ago
- DeepFake ECG generator.☆17Apr 7, 2026Updated 6 months ago
- A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.☆19Aug 12, 2020Updated 6 years ago
- ☆20Jun 23, 2021Updated 5 years ago
- ☆11Apr 7, 2026Updated 6 months ago
- ☆10Dec 8, 2018Updated 7 years ago
- Codes for paper "ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations"☆17May 22, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Apr 7, 2026Updated 6 months ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 4 years ago
- Track Federated Learning Papers☆61Aug 25, 2026Updated last month
- ☆17Dec 8, 2019Updated 6 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆21Aug 24, 2021Updated 5 years ago
- ☆10Jan 4, 2024Updated 2 years ago
- Representation Based Regression for Object Distance Estimation☆12Jun 13, 2024Updated 2 years ago