OpenHuFu | sourced data federation system to support collaborative

OpenHuFu is a Java library. OpenHuFu has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Data isolation has become an obstacle to scale up query processing over big data, since sharing raw data among data owners is often prohibitive due to security concerns. A promising solution is to perform secure queries and analytics over a federation of multiple data owners leveraging techiniques like secure multi-party computation (SMC) and differential privacy, as evidenced by recent work on data federation and federated learning. OpenHuFu is an open-sourced system for efficient and secure query processing on a data federation. It provides flexibility for researchers to quickly implement their algorithms for processing federated queries with SMC techniques, such as secret sharing, garbled circuit and oblivious transfer. With its help, we can quickly conduct the experimental evaluation and obtain the performance of the designed algorithms over benchmark datasets.