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SIPP(Statistically sound Inner Pairing Product) verification in SNARK

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SIPP

https://eprint.iacr.org/2019/1177

The aim of SIPP is to efficiently verify a product of pairings $\vec{A}*\vec{B} := \prod_i e(A_i, B_i)$ where $\vec{A} \in \mathbb{G}_1^n$ and $\vec{B} \in \mathbb{G}_2^n$.

Procedure

  1. The Prover computes $Z = \vec{A}*\vec{B}$ and passes it to the Verifier.

The Prover and Verifier repeat the following steps

  1. The Prover calculates $Z_L = A_{[n/2:]} * B_{[:n/2]}$, $Z_R = A_{[:n/2]} * B_{[n/2:]}$ and passes them to the Verifier.
  2. The Verifier randomly samples $x \in \mathbb{F}_r$ and passes it to the Prover.
  3. Both the Verifier and Prover compute $A' = A_{[:n/2]} + x A_{[n/2:]}$, $B' = B_{[:n/2]} + x^{-1} B_{[n/2:]}$
  4. The Verifier computes $Z' = Z_L^x Z Z_R^{x^{-1}}$
  5. Update $\vec{A}\leftarrow \vec{A}', \vec{B}\leftarrow \vec{B}', Z \leftarrow Z', n \leftarrow n/2$

When $n = 1$, the Verifier checks if $e(A, B) \overset{?}{=} Z$, and accepts if this is the case. It is possible to convert the above protocol to a non-interactive protocol using the Fiat-Shamir transform.

SIPP in SNARK

In this repository, I've implemented a plonky2 circuit for verifying the SIPP proof. The final pairing is merely included in the public inputs rather than being directly proven within the plonky2 circuit, due to the high cost of direct verification by plonky2.

Operations such as G1, G2 scalar multiplication, and Fq12 exponentiation have been implemented using starky. Their respective proofs are then recursively verified within the plonky2 circuit.

test

cargo test test_sipp_circuit -r -- --nocapture

A result on M1MacBookPro(2021)

Aggregating 128 pairings into 1
Start: cirucit build
End: circuit build. took 35.545641375s
Start: proof generation
End: proof generation. took 145.043526708s

It takes about 145 secs for 128 pairing aggregation (without circuit building time).

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SIPP(Statistically sound Inner Pairing Product) verification in SNARK

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