From 83fe57e50f5800834f8cfd9de7442c62d9e62f48 Mon Sep 17 00:00:00 2001 From: arnaucube Date: Sat, 13 May 2023 10:50:42 +0200 Subject: [PATCH] update Spartan notes with recaps --- README.md | 1 + notes_spartan.pdf | Bin 221265 -> 312472 bytes notes_spartan.tex | 118 ++++++++++++++++++++++++++++++++-------------- 3 files changed, 84 insertions(+), 35 deletions(-) diff --git a/README.md b/README.md index 9ce86ee..51951ee 100644 --- a/README.md +++ b/README.md @@ -12,6 +12,7 @@ Notes, code and documents done while reading books and papers. - [Notes on Sigma protocol and OR proofs](sigma-or-notes.pdf) - [Notes on Reed-Solomon codes](notes_reed-solomon.pdf) - [Notes on FRI](notes_fri.pdf) +- [Notes on Spartan](notes_spartan.pdf) - [Notes on Nova](notes_nova.pdf) Also some Sage implementations can be found in the `*.sage` files of this repo. diff --git a/notes_spartan.pdf b/notes_spartan.pdf index fe689f95b0a54a2d9401bdd67cee10cf26001940..b1727aa024c98c7357bafd6fa5f696af646329fb 100644 GIT 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b/notes_spartan.tex @@ -44,30 +44,29 @@ \tableofcontents -\section{Encoding R1CS instances as low-degree polynomials} +\section{R1CS into Sum-Check protocol} \begin{definition}{R1CS} $\exists w \in \mathbb{F}^{m - |io| - 1}$ such that $(A \cdot z) \circ (B \cdot z) = (C \cdot z)$, where $z=(io, 1, w)$. \end{definition} -\textbf{Thm 4.1} $\forall$ R1CS instance $x = (\mathbb{F}, A, B, C, io, m, n)$, $\exists$ a degree-3 log m-variate polynomial $G$ such that $\sum_{x \in \{0,1\}^{log m}} G(x) = 0$. +\textbf{Thm 4.1} $\forall$ R1CS instance $x = (\mathbb{F}, A, B, C, io, m, n)$, $\exists$ a degree-3 log m-variate polynomial $G$ such that $\sum_{x \in \{0,1\}^{log m}} G(x) = 0$ iff $\exists$ a witness $w$ such that $Sat_{R1CS}(x, w)=1$. % \begin{theorem}{4.1} // TODO use theorem gadget % $\forall$ % \begin{end} \vspace{0.5cm} -For a RCS instance $x$, let $s = \lceil log m \rceil$. +% For a RCS instance $x$, let $s = \lceil \log m \rceil$. -We can view matrices $A, B, C \in \mathbb{F}^{m \times m}$ as functions $\{0,1\}^s \times \{0,1\}^s \rightarrow \mathbb{F}$. +We can view matrices $A, B, C \in \mathbb{F}^{m \times m}$ as functions $\{0,1\}^s \times \{0,1\}^s \rightarrow \mathbb{F}$ ($s= \lceil \log m \rceil$). For a given witness $w$ to $x$, let $z=(io, 1, w)$. View $z$ as a function $\{0,1\}^s \rightarrow \mathbb{F}$, so any entry in $z$ can be accessed with a $s$-bit identifier. +\begin{small} $$ -F_{io}(x)= -$$ -$$ -\left( \sum_{y \in \{0,1\}^s} A(x, y) \cdot Z(y) \right) \cdot \left( \sum_{y \in \{0,1\}^s} B(x, y) \cdot Z(y) \right) - \left( \sum_{y \in \{0,1\}^s} C(x, y) \cdot Z(y) \right) +F_{io}(x)=\left( \sum_{y \in \{0,1\}^s} A(x, y) \cdot Z(y) \right) \cdot \left( \sum_{y \in \{0,1\}^s} B(x, y) \cdot Z(y) \right) - \sum_{y \in \{0,1\}^s} C(x, y) \cdot Z(y) $$ +\end{small} \begin{lemma}{4.1} $\forall x \in \{0,1\}^s,~ F_{io}(x)=0$ iff $Sat_{R1CS}(x,w)=1$. @@ -75,11 +74,12 @@ $$ $F_{io}(\cdot)$ is a function, not a polynomial, so it can not be used in the Sum-check protocol. -consider its polynomial extension $\widetilde{F}_{io}(x): \mathbb{F}^s \rightarrow \mathbb{F}$, -$$\widetilde{F}_{io}(x)=$$ +$F_{io}(x)$ function is converted to a polynomial by using its polynomial extension $\widetilde{F}_{io}(x): \mathbb{F}^s \rightarrow \mathbb{F}$, +\begin{small} $$ -\left( \sum_{y \in \{0,1\}^s} \widetilde{A}(x, y) \cdot \widetilde{Z}(y) \right) \cdot \left( \sum_{y \in \{0,1\}^s} \widetilde{B}(x, y) \cdot \widetilde{Z}(y) \right) - \left( \sum_{y \in \{0,1\}^s} \widetilde{C}(x, y) \cdot \widetilde{Z}(y) \right) +\widetilde{F}_{io}(x)=\left( \sum_{y \in \{0,1\}^s} \widetilde{A}(x, y) \cdot \widetilde{Z}(y) \right) \cdot \left( \sum_{y \in \{0,1\}^s} \widetilde{B}(x, y) \cdot \widetilde{Z}(y) \right) - \sum_{y \in \{0,1\}^s} \widetilde{C}(x, y) \cdot \widetilde{Z}(y) $$ +\end{small} \begin{lemma}{4.2} $\forall x \in \{0,1\}^s,~ \widetilde{F}_{io}(x)=0$ iff $Sat_{R1CS}(x, w)=1$. @@ -94,9 +94,12 @@ Verifier can check if $\sum_{x \in \{0,1\}^s} \widetilde{F}_{io}(x)=0$ using the But: $\sum_{x\in \{0,1\}^s} \widetilde{F}_{io}(x)=0 \centernot\Longleftrightarrow F_{io}(x)=0 \forall x \in \{0,1\}^s$. Bcs: the $2^s$ terms in the sum might cancel each other even when the individual terms are not zero. -Solution: consider + +Solution: combine $\widetilde{F}_{io}(x)$ with $\widetilde{eq}(t, x)$ to get $Q_{io}(t, x)$ as a zero-polynomial + $$Q_{io}(t)= \sum_{x \in \{0,1\}^s} \widetilde{F}_{io}(x) \cdot \widetilde{eq}(t, x)$$ -where $\widetilde{eq}(t, x) = \prod_{i=1}^s (t_i \cdot x_i + (1- t_i) \cdot (1- x_i))$. + +where $\widetilde{eq}(t, x) = \prod_{i=1}^s (t_i \cdot x_i + (1- t_i) \cdot (1- x_i))$, which is the MLE of $eq(x,e)= \{ 1 ~\text{if}~ x=e,~ 0 ~\text{otherwise} \}$. Basically $Q_{io}(\cdot)$ is a multivariate polynomial such that $$Q_{io}(t) = \widetilde{F}_{io}(t) ~\forall t \in \{0,1\}^s$$ @@ -105,17 +108,24 @@ $\Longleftrightarrow$ iff $\widetilde{F}_{io}(\cdot)$ encodes a witness $w$ such To check that $Q_{io}(\cdot)$ is a zero-polynomial: check $Q_{io}(\tau)=0,~ \tau \in^R \mathbb{F}^s$ (Schwartz-Zippel-DeMillo–Lipton lemma). +\paragraph{Recap} +\begin{itemize} + \item[] We have that $Sat_{R1CS}(x,w)=1$ iff $F_{io}(x)=0$. + \item[] To be able to use sum-check, we use its polynomial extension $\widetilde{F}_{io}(x)$, using sum-check to prove that $\widetilde{F}_{io}(x) =0 ~\forall x \in \{0, 1\}^s$, which means that $Sat_{R1CS}(x,~w)=1$. + \item[] To prevent potential canceling terms, we combine $\widetilde{F}_{io}(x)$ with $\widetilde{eq}(t, x)$, obtaining $G_{io, \tau}(x)= \widetilde{F}_{io}(x) \cdot \widetilde{eq}(t, x)$. + \item[] Thus $Q_{io}(t)= \sum_{x \in \{0,1\}^s} \widetilde{F}_{io}(x) \cdot \widetilde{eq}(t, x)$, and then we prove that $Q_{io}(\tau)=0$, for $\tau \in^R \mathbb{F}^s$. +\end{itemize} + \section{NIZKs with succint proofs for R1CS} From Thm 4.1: to check R1CS instance $(\mathbb{F}, A, B, C, io, m, n)$ V can check if -$$\sum_{x \in \{0,1\}^s} G_{io, \tau} (r_x)$$ -where $r_x \in \mathbb{F}^s$. +$\sum_{x \in \{0,1\}^s} G_{io, \tau} (x) = 0$, which through sum-check protocol can be reduced to $e_x = G_{io, \tau} (r_x)$, where $r_x \in \mathbb{F}^s$. Recall: $G_{io, \tau}(x) = \widetilde{F}_{io}(x) \cdot \widetilde{eq}(\tau, x)$. -To evaluate $\widetilde{F}_{io}(r_x)$, V needs to evaluate -$$\forall y \in \{0,1\}^s: \widetilde{A}(r_x, y), \widetilde{B}(r_x, y), \widetilde{C}(r_x, y), \widetilde{Z}(y)$$ -evaluations of $\widetilde{Z}(y) ~\forall y \in \{0,1\}^s ~\Longleftrightarrow (io, 1, w)$. +Evaluating $\widetilde{eq}(\tau, r_x)$ takes $O(log~m)$, but to evaluate $\widetilde{F}_{io}(r_x)$, V needs to evaluate +$$\widetilde{A}(r_x, y), \widetilde{B}(r_x, y), \widetilde{C}(r_x, y), \widetilde{Z}(y),~ \forall y \in \{0,1\}^s$$ +But: evaluations of $\widetilde{Z}(y) ~\forall y \in \{0,1\}^s ~\Longleftrightarrow (io, 1, w)$. Solution: combination of 3 protocols: \begin{itemize} @@ -124,33 +134,51 @@ Solution: combination of 3 protocols: \item polynomial commitment scheme \end{itemize} -Observation: let $\widetilde{F}_{io}(r_x) = \bar{A}(r_x) \cdot \bar{B}(r_x) - \bar{C}(r_x)$, where -$$\bar{A}(r_x) = \sum_{y \in \{0,1\}} \widetilde{A}(r_x, y) \cdot \widetilde{Z}(y)$$ -$$\bar{B}(r_x) = \sum_{y \in \{0,1\}} \widetilde{B}(r_x, y) \cdot \widetilde{Z}(y)$$ -$$\bar{C}(r_x) = \sum_{y \in \{0,1\}} \widetilde{C}(r_x, y) \cdot \widetilde{Z}(y)$$ +Observation: let $\widetilde{F}_{io}(r_x) = \overline{A}(r_x) \cdot \overline{B}(r_x) - \overline{C}(r_x)$, where +$$\overline{A}(r_x) = \sum_{y \in \{0,1\}} \widetilde{A}(r_x, y) \cdot \widetilde{Z}(y)$$ +$$\overline{B}(r_x) = \sum_{y \in \{0,1\}} \widetilde{B}(r_x, y) \cdot \widetilde{Z}(y)$$ +$$\overline{C}(r_x) = \sum_{y \in \{0,1\}} \widetilde{C}(r_x, y) \cdot \widetilde{Z}(y)$$ -Prover makes 3 separate claims: $\bar{A}(r_x)=v_A,~ \bar{B}(r_x)=v_B,~ \bar{C}(r_x)=v_C$, +Prover makes 3 separate claims: $\overline{A}(r_x)=v_A,~ \overline{B}(r_x)=v_B,~ \overline{C}(r_x)=v_C$, then V evaluates: $$G_{io, \tau}(r_x) = (v_A \cdot v_B - v_C) \cdot \widetilde{eq}(r_x, \tau)$$ -which could be 3 sum-check protocol instances. Instead: combine 3 claims into a single claim: -V samples $r_A, r_B, r_C \in^R \mathbb{F}$, and computes $c= r_A v_A + r_B v_B + r_C v_C$. -V, P use sum-check protocol to check: -$$r_A \cdot \bar{A}(r_x) + r_B \cdot \bar{B}(r_x) + r_C \cdot \bar{C}(r_x) == c$$ +\begin{footnotesize} + which equals to + $$=\left(\overline{A}(r_x) \cdot \overline{B}(r_x) - \overline{C}(r_x)\right) \cdot \widetilde{eq}(r_x, \tau)=$$ + $$\left(\left(\sum_{y \in \{0,1\}} \widetilde{A}(r_x, y) \cdot \widetilde{Z}(y)\right) \cdot \left(\sum_{y \in \{0,1\}} \widetilde{B}(r_x, y) \cdot \widetilde{Z}(y)\right) - \sum_{y \in \{0,1\}} \widetilde{C}(r_x, y) \cdot \widetilde{Z}(y)\right) \cdot \widetilde{eq}(r_x, \tau)$$ +\end{footnotesize} + +\vspace{0.5cm} + +This would be 3 sum-check protocol instances (3 claims: $\overline{A}(r_x)=v_A$, $\overline{B}(r_x)=v_B$, $\overline{C}(r_x)=v_C$). + +Instead, combine 3 claims into a single claim: -Let $L(r_x) = r_A \cdot \bar{A}(r_x) +r_B \cdot \bar{B}(r_x) +r_C \cdot \bar{C}(r_x)$, +\begin{itemize} + \item V samples $r_A, r_B, r_C \in^R \mathbb{F}$, and computes $c= r_A v_A + r_B v_B + r_C v_C$. + \item V, P use sum-check protocol to check: +$$r_A \cdot \overline{A}(r_x) + r_B \cdot \overline{B}(r_x) + r_C \cdot \overline{C}(r_x) == c$$ + +% Let $L(r_x) = r_A \cdot \overline{A}(r_x) +r_B \cdot \overline{B}(r_x) +r_C \cdot \overline{C}(r_x)$, +Let +\begin{small} \begin{align*} - L(r_x) &= \sum_{y \in \{0,1\}^s} - r_A \cdot \widetilde{A}(r_x, y) \cdot \widetilde{Z}(y) -+ r_B \cdot \widetilde{B}(r_x, y) \cdot \widetilde{Z}(y) -+ r_C \cdot \widetilde{C}(r_x, y) \cdot \widetilde{Z}(y)\\ + &L(r_x) = r_A \cdot \overline{A}(r_x) +r_B \cdot \overline{B}(r_x) +r_C \cdot \overline{C}(r_x)\\ + &= \sum_{y \in \{0,1\}^s} + \left( r_A \cdot \widetilde{A}(r_x, y) \cdot \widetilde{Z}(y) + + r_B \cdot \widetilde{B}(r_x, y) \cdot \widetilde{Z}(y) + + r_C \cdot \widetilde{C}(r_x, y) \cdot \widetilde{Z}(y) \right)\\ &= \sum_{y \in \{0,1\}^s} M_{r_x}(y) \end{align*} +\end{small} $M_{r_x}(y)$ is a s-variate polynomial with deg $\leq 2$ in each variable ($\Longleftrightarrow \mu = s,~ l=2,~ T=c$). +\end{itemize} + \begin{align*} M_{r_x}(r_y) &= @@ -163,12 +191,30 @@ r_A \cdot \widetilde{A}(r_x, r_y) \cdot \widetilde{Z}(r_y) + r_C \cdot \widetilde{C}(r_x, r_y)) \cdot \widetilde{Z}(r_y)\\ \end{align*} -only one term in $M_{r_x}(r_y)$ depends on prover's witness: $\widetilde{Z}(r_y)$ +only one term in $M_{r_x}(r_y)$ depends on prover's witness: $\widetilde{Z}(r_y)$, the other terms can be computed locally by V in $O(n)$ time (Section 6 of the paper for sub-linear in $n$). -P sends a commitment to $\widetilde{w}(\cdot)$ (= MLE of the witness $w$) to V before the first instance of the sum-check protocol. +Instead of evaluating $\widetilde{Z}(r_y)$ in $O(|w|)$ communications, P sends a commitment to $\widetilde{w}(\cdot)$ (= MLE of the witness $w$) to V before the first instance of the sum-check protocol. +\paragraph{Recap} +\begin{itemize} + \item[] To check the R1CS instance, V can check $\sum_{x \in \{0,1\}^s} G_{io, \tau} (x) = 0$, which through the sum-check is reduced to $e_x = G_{io, \tau} (r_x)$, for $r_x \in \mathbb{F}^s$. + \item[] Evaluating $G_{io, \tau}(x)$ ($G_{io, \tau}(x) = \widetilde{F}_{io}(x) \cdot \widetilde{eq}(\tau, x)$) is not cheap. Evaluating $\widetilde{eq}(\tau, r_x)$ takes $O(log~m)$, but to evaluate $\widetilde{F}_{io}(r_x)$, V needs to evaluate $\widetilde{A}, \widetilde{B}, \widetilde{C}, \widetilde{Z},~ \forall y \in \{0,1\}^s$ + % \item[] Solution: combine 3 protocols: sum-check protocol, randomized mini protocol, polynomial commitment scheme. + \item[] P makes 3 separate claims: $\overline{A}(r_x)=v_A,~ \overline{B}(r_x)=v_B,~ \overline{C}(r_x)=v_C$, so V can evaluate $G_{io, \tau}(r_x) = (v_A \cdot v_B - v_C) \cdot \widetilde{eq}(r_x, \tau)$ + \item[] The previous claims are combined into a single claim (random linear combination) to use only a single sum-check protocol: + \begin{itemize} + \item[] P: $c= r_A v_A + r_B v_B + r_C v_C$, for $r_A, r_B, r_C \in^R \mathbb{F}$ + \item[] V, P: sum-check $r_A \cdot \overline{A}(r_x) + r_B \cdot \overline{B}(r_x) + r_C \cdot \overline{C}(r_x) == c$ + \end{itemize} + \item[] $c=L(r_x)=\sum_{y \in \{0,1\}^s} M_{r_x}(y)$, where $M_{r_x}(y)$ is a s-variate polynomial with deg $\leq 2$ in each variable ($\Longleftrightarrow \mu = s,~ l=2,~ T=c$). Only $\widetilde{Z}(r_y)$ depends on P's witness, the other terms can be computed locally by V. + \item[] Instead of evaluating $\widetilde{Z}(r_y)$ in $O(|w|)$ communications, P uses a commitment to $\widetilde{w}(\cdot)$ (= MLE of the witness $w$). +\end{itemize} + \subsection{Full protocol} +\begin{footnotesize} + (Recall: Sum-Check params: $\mu$: n vars, n rounds, $l$: degree in each variable upper bound, $T$: claimed result.) +\end{footnotesize} \begin{itemize} \item $pp \leftarrow Setup(1^{\lambda})$: invoke $pp \leftarrow PC.Setup(1^{\lambda}, log m)$; output $pp$ @@ -195,7 +241,9 @@ P sends a commitment to $\widetilde{w}(\cdot)$ (= MLE of the witness $w$) to V b \end{enumerate} \end{itemize} -\vspace{2cm} +Section 6 of the paper, describes how in step 16, instead of evaluating $\widetilde{A},~\widetilde{B},~\widetilde{C}$ at $r_x,~r_y$ with $O(n)$ costs, P commits to $\widetilde{A},~\widetilde{B},~\widetilde{C}$ and later provides proofs of openings. + +\vspace{1cm} \framebox{WIP: covered until sec.6}