This repo contains arithmetic circuits for verifiable time-lock encryption made using arkworks-rs toolkit. For more details on such an encryption scheme see drand/tlock (Go) and timoth-y/tlock-rs (Rust) repos.
The algorithm implemented here is the Boneh-Franklin's [1] identity-based encryption (IBE) (see Rust code here). The main challenge with translating this scheme into an arithmetic circuit comes from the heavy use of target group (pairing product) operations, specifically gt on fr multiplication.
All operations must be projected on top of the BLS12-381, as this is the only curve currently supported by the drand threshold network. This poses a problem as there is no commonly known pairing-friendly curve whose scalar field equals the base field of BLS12-381, which is needed for efficient KZG-based SNARKs.
There are multiple ways to tackle mentioned problems:
- Change projective curve (e.g. BLS12-377 [2] that can be embedded into BW6-761 [3])
- trade-off: requires changes to the drand protocol.
- Simulate BLS12-381 using non-native arithmetic
- trade-off: huge performance overhead.
- Find an application-specific curve that could embed BLS12-381 base field
- trade-off: such curves would have low FFT space, but we can leverage Gemini [4] proving system to handle such brittle fields.
- Use Halo2 proving system that defers all the pairings to the very end (i.e. accumulators), this makes nonnative operations cheaper
- trade-off: dev tools to construct a halo2 circuit are currently lacking.
For the sake of experiments, this repo provides circuits for the first three approaches. For the third approach, it also introduces YT6-776 - an application-specific curve that embeds BLS12-381's base field. See details about it here.
Circuit<E: Pairing, P: Bls12Parameters>: a generic-curve circuit with native arithmetic only. Can be proved using the Groth16 system with BLS12-377/BW6-671 curve combination.NonnativeCircuit<C: CurveGroup>: a circuit that simulates BLS12-381 base fields using non-native arithmetic. Can be proved by using the Groth16 system with any projective/pairing curves combination (also BLS12-377/BW6-671 here.GeminiNativeCircuit: a modified native that (currently) comes without input variables (see this issue for details). Can be proved using the Gemini system with a BLS12-381/YT6-776 curve combination.
The experimental results can be found on BENCHMARKS.md.
To perform benchmarks on your machine run cargo bench command.
For examples of each circuit usage see benches/ibe_benchmark.rs.
I greatly thank Weikeng Chen for sharing method of creating application-specific curves [5] and all the helpful discussions about it.
- [1] Identity-Based Encryption from the Weil Pairing https://crypto.stanford.edu/~dabo/papers/bfibe.pdf
- [2] Zexe: Enabling Decentralized Private Computation https://eprint.iacr.org/2018/962
- [3] Optimized and secure pairing-friendly elliptic curves suitable for one layer proof composition https://eprint.iacr.org/2020/351
- [4] Gemini: Elastic SNARKs for Diverse Environments https://eprint.iacr.org/2022/420
- [5] YAFA-108/146: Implementing Ed25519-Embedding Cocks-Pinch Curves in Arkworks-rs https://eprint.iacr.org/2022/1145.pdf