NEST Secure Outsourcing

secout is a library that includes implementation of secure outsourcing algorithms published by Network, Energy, Security, and big daTa (NEST) Group in Case Western Reserve University (CWRU)

This secure outsourcing project implements a number of secure outsourcing algorithms as described in papers 1, 2 and 3.

User’s Guide

• Foreword
  • References
• Install Secout
  • Install using pip
• Setup
  • Deploy on Local Machine
  • Deploy on Distributed cluster

API Reference

• API
  • Linear System of Equations
  • Quadratic Programming

Additional Notes

• Issues

References

1

19. Salinas, C. Luo, X. Chen, W. Liao and P. Li, “Efficient Secure Outsourcing of Large-Scale Sparse Linear Systems of Equations,” in IEEE Transactions on Big Data, vol. 4, no. 1, pp. 26-39, 1 March 2018. doi: 10.1109/TBDATA.2017.2679760

2

19. Salinas, C. Luo, W. Liao, and P. Li, “Efficient Secure Outsourcing of Large-scale Quadratic Programs,” in Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, pp. 281–292, 2016. doi: 10.1145/2897845.2897862

3

3. Luo, J. Ji, X. Chen, M. Li, L. T. Yang and P. Li, “Parallel Secure Outsourcing of Large-scale Nonlinearly Constrained Nonlinear Programming Problems,” in IEEE Transactions on Big Data. doi: 10.1109/TBDATA.2018.2821195