Back in 2017, a [Standford applied crypto group](https://crypto.stanford.edu/bulletproofs/) wrote a [paper](https://eprint.iacr.org/2017/1066.pdf) presenting a new kind of range proofs, called bulletproofs.
Bulletproofs, unlike Borromean or Schnorr signatures, are very efficient as range proofs. Proving a big set of data only generates a small proof, and the size of this proofs grows logarithmically with the size of the data being proved.
Bulletproofs also have the advantage to allow to prove that multiple committed amounts are in the desired range at once. No need to prove each output to each destination in separate proofs; the whole transaction amounts could be proven in one bigger (but still very small) bulletproof.
As bulletproofs were really new, and the initial implementation made by the group, while thoroughly done, needed a rewrite focused on our specific use-case, implementing bulletproof in Monero was not a simple thing.
The code has been written and rewritten to follow the new version of bulletproofs which was still being developed, but once this Monero implementation was finalized, the resulting deployment should be taken with extreme care.
Therefore, the community started an auditing process. Researchers reached out to Benedikt Bünz, lead author of the Bulletproofs paper, and to [OSTIF](https://ostif.org/) an organization which helps open source technologies to improve and secure themselves.
OSTIF directed the group to several organizations with the skills required to perform the audit. While one of them asked to be kept unnamed and was therefore put away from the process that needed to be public, two others (QuarksLab & Kudelski Security) were choosen to conduct the audit.
Our 3 auditors were funded by the community to ensure that the implementation did not contain any critical bugs or exploits.The final reports were released during the summer of 2018, with several useful corrections and fixes suggested, and the final bulletproof implementation has been added first to Monero Stagenet, and then to the main Monero network during the October 2018 network upgrade.
More explanations on Monero's implementation of bulletproofs could be found on youtube fondajo channel in a [conversation with Sarang Noether](https://www.youtube.com/watch?v=6lEWqIMLzUU).
