## CryptoDB

### Arpita Patra

#### Publications

**Year**

**Venue**

**Title**

2024

EUROCRYPT

Perfect Asynchronous MPC with Linear Communication Overhead
Abstract

We study secure multiparty computation in the asynchronous setting with perfect security and optimal resilience (less than one-fourth of the participants are malicious). It has been shown that every function can be computed in this model [Ben-OR, Canetti, and Goldreich, STOC'1993].
Despite 30 years of research, all protocols in the asynchronous setting require $\Omega(n^2C)$ communication complexity for computing a circuit with $C$ multiplication gates. In contrast, for nearly 15 years, in the synchronous setting, it has been known how to achieve $\mathcal{O}(nC)$ communication complexity (Beerliova and Hirt; TCC 2008). The techniques for achieving this result in the synchronous setting are not known to be sufficient for obtaining an analogous result in the asynchronous setting.
We close this gap between synchronous and asynchronous secure computation and show the first asynchronous protocol with $\mathcal{O}(nC)$ communication complexity for a circuit with $C$ multiplication gates. Linear overhead forms a natural barrier for general secret-sharing-based MPC protocols. Our main technical contribution is an asynchronous weak binding secret sharing that achieves rate-1 communication (i.e., $\mathcal{O}(1)$-overhead per secret).
To achieve this goal, we develop new techniques for the asynchronous setting, including the use of \emph{trivariate polynomials} (as opposed to bivariate polynomials).

2023

EUROCRYPT

Detect, Pack and Batch: Perfectly-Secure MPC with Linear Communication and Constant Expected Time
Abstract

We prove that perfectly-secure optimally-resilient secure Multi-Party Computation (MPC) for a circuit with $C$ gates and depth $D$ can be obtained in $O((Cn+n^4 + Dn^2)\log n)$ communication complexity and $O(D)$ expected time. For $D \ll n$ and $C\geq n^3$, this is the \textbf{first} perfectly-secure optimal-resilient MPC protocol with \textbf{linear} communication complexity per gate and \textbf{constant} expected time complexity per layer.
Compared to state-of-the-art MPC protocols in the player elimination framework [Beerliova and Hirt TCC'08, and Goyal, Liu, and Song CRYPTO'19], for $C>n^3$ and $D \ll n$, our results significantly improve the run time from $\Theta(n+D)$ to expected $O(D)$ while keeping communication complexity at $O(Cn\log n)$.
Compared to state-of-the-art MPC protocols that obtain an expected $O(D)$ time complexity [Abraham, Asharov, and Yanai TCC'21], for $C>n^3$, our results significantly improve the communication complexity from $O(Cn^4\log n)$ to $O(Cn\log n)$ while keeping the expected run time at $O(D)$.
One salient part of our technical contribution is centered around a new primitive we call \textit{detectable secret sharing}. It is perfectly-hiding, weakly-binding, and has the property that either reconstruction succeeds, or $O(n)$ parties are (privately) detected. On the one hand, we show that detectable secret sharing is sufficiently powerful to generate multiplication triplets needed for MPC. On the other hand, we show how to share $p$ secrets via detectable secret sharing with communication complexity of just $O(n^4\log n+p \log n)$. When sharing $p\geq n^4$ secrets, the communication cost is amortized to just $O(1)$ per secret.
Our second technical contribution is a new Verifiable Secret Sharing protocol that can share $p$ secrets at just $O(n^4\log n+pn\log n)$ word complexity. When sharing $p\geq n^3$ secrets, the communication cost is amortized to just $O(n)$ per secret. The best prior required $O(n^3)$ communication per secret.

2023

JOFC

On the Communication Efficiency of Statistically Secure Asynchronous MPC with Optimal Resilience
Abstract

Secure multi-party computation (MPC) is a fundamental problem in secure distributed computing. An MPC protocol allows a set of n mutually distrusting parties with private inputs to securely compute any publicly known function of their inputs, by keeping their respective inputs as private as possible. While several works in the past have addressed the problem of designing communication-efficient MPC protocols in the synchronous communication setting, not much attention has been paid to the design of efficient MPC protocols in the asynchronous communication setting. In this work, we focus on the design of efficient asynchronous MPC (AMPC) protocol with statistical security, tolerating a computationally unbounded adversary, capable of corrupting up to t parties out of the n parties. The seminal work of Ben-Or, Kelmer and Rabin (PODC 1994) and later Abraham, Dolev and Stern (PODC 2020) showed that the optimal resilience for statistically secure AMPC is $$t < n/3$$ t < n / 3 . Unfortunately, the communication complexity of the protocol presented by Ben-Or et al. is significantly high, where the communication complexity per multiplication is $$\Omega (n^{13} \kappa ^2 \log n)$$ Ω ( n 13 κ 2 log n ) bits (where $$\kappa $$ κ is the statistical-security parameter). To the best of our knowledge, no work has addressed the problem of improving the communication complexity of the protocol of Ben-Or et al. In this work, our main contributions are the following. We present a new statistically secure AMPC protocol with the optimal resilience $$t < n/3$$ t < n / 3 , where the communication complexity is $$\mathcal {O}(n^4 \kappa )$$ O ( n 4 κ ) bits per multiplication. Apart from improving upon the communication complexity of the protocol of Ben-Or et al., our protocol is relatively simpler and based on very few sub-protocols, unlike the protocol of Ben-Or et al. which involves several layers of sub-protocols. A central component of our AMPC protocol is a new and simple protocol for verifiable asynchronous complete secret-sharing (ACSS), which is of independent interest. As a side result, we give the security proof for our AMPC protocol in the standard universal composability (UC) framework of Canetti (FOCS 2001, JACM 2020), which is now the de facto standard for proving the security of cryptographic protocols. This is unlike the protocol of Ben-Or et al., which was missing the formal security proofs.

2023

JOFC

Beyond Honest Majority: The Round Complexity of Fair and Robust Multi-party Computation
Abstract

Two of the most sought-after properties of multi-party computation (MPC) protocols are fairness and guaranteed output delivery (GOD), the latter also referred to as robustness. Achieving both, however, brings in the necessary requirement of malicious-minority. In a generalized adversarial setting where the adversary is allowed to corrupt both actively and passively, the necessary bound for a n -party fair or robust protocol turns out to be $$t_a + t_p < n$$ t a + t p < n , where $$t_a,t_p$$ t a , t p denote the threshold for active and passive corruption with the latter subsuming the former. Subsuming the malicious-minority as a boundary special case, this setting, denoted as dynamic corruption, opens up a range of possible corruption scenarios for the adversary. While dynamic corruption includes the entire range of thresholds for $$(t_a,t_p)$$ ( t a , t p ) starting from $$(\lceil \frac{n}{2} \rceil - 1, \lfloor \frac{n}{2} \rfloor )$$ ( ⌈ n 2 ⌉ - 1 , ⌊ n 2 ⌋ ) to $$(0,n-1)$$ ( 0 , n - 1 ) , the boundary corruption restricts the adversary only to the boundary cases of $$(\lceil \frac{n}{2} \rceil - 1, \lfloor \frac{n}{2} \rfloor )$$ ( ⌈ n 2 ⌉ - 1 , ⌊ n 2 ⌋ ) and $$(0,n-1)$$ ( 0 , n - 1 ) . Notably, both corruption settings empower an adversary to control majority of the parties, yet ensuring the count on active corruption never goes beyond $$\lceil \frac{n}{2} \rceil - 1$$ ⌈ n 2 ⌉ - 1 . We target the round complexity of fair and robust MPC tolerating dynamic and boundary adversaries. As it turns out, $$\lceil \frac{n}{2} \rceil + 1$$ ⌈ n 2 ⌉ + 1 rounds are necessary and sufficient for fair as well as robust MPC tolerating dynamic corruption. The non-constant barrier raised by dynamic corruption can be sailed through for a boundary adversary. The round complexity of 3 and 4 is necessary and sufficient for fair and GOD protocols, respectively, with the latter having an exception of allowing 3-round protocols in the presence of a single active corruption. While all our lower bounds assume pairwise-private and broadcast channels and hold in the presence of correlated randomness setup (which subsumes both public (CRS) and private (PKI) setup), our upper bounds are broadcast-only and assume only public setup. The traditional and popular setting of malicious-minority, being restricted compared to both dynamic and boundary setting, requires 3 and 2 rounds in the presence of public and private setup, respectively, for both fair and GOD protocols.

2023

JOFC

MPClan: Protocol Suite for Privacy-Conscious Computations
Abstract

The growing volumes of data being collected and its analysis to provide better services are creating worries about digital privacy. To address privacy concerns and give practical solutions, the literature has relied on secure multiparty computation techniques. However, recent research over rings has mostly focused on the small-party honest-majority setting of up to four parties tolerating single corruption, noting efficiency concerns. In this work, we extend the strategies to support higher resiliency in an honest-majority setting with efficiency of the online phase at the centre stage. Our semi-honest protocol improves the online communication of the protocol of Damgård and Nielsen (CRYPTO’07) without inflating the overall communication. It also allows shutting down almost half of the parties in the online phase, thereby saving up to 50% in the system’s operational costs. Our maliciously secure protocol also enjoys similar benefits and requires only half of the parties, except for one-time verification towards the end, and provides security with fairness. To showcase the practicality of the designed protocols, we benchmark popular applications such as deep neural networks, graph neural networks, genome sequence matching, and biometric matching using prototype implementations. Our protocols, in addition to improved communication, aid in bringing up to 60–80% savings in monetary cost over prior work.

2022

CRYPTO

Verifiable Relation Sharing and Multi-Verifier Zero-Knowledge in Two Rounds: Trading NIZKs with Honest Majority
📺
Abstract

We introduce the problem of Verifiable Relation Sharing (VRS) where a client (prover) wishes to share a vector of secret data items among $k$ servers (the verifiers) while proving in zero-knowledge that the shared data satisfies some properties. This combined task of sharing and proving generalizes notions like verifiable secret sharing and zero-knowledge proofs over secret-shared data. We study VRS from a theoretical perspective and focus on its round complexity.
As our main contribution, we show that every efficiently-computable relation can be realized by a VRS with an optimal round complexity of two rounds where the first round is input-independent (offline round). The protocol achieves full UC-security against an active adversary that is allowed to corrupt any $t$-subset of the parties that may include the client together with some of the verifiers. For a small (logarithmic) number of parties, we achieve an optimal resiliency threshold of $t<0.5(k+1)$, and for a large (polynomial) number of parties, we achieve an almost-optimal resiliency threshold of $t<0.5(k+1)(1-\epsilon)$ for an arbitrarily small constant $\epsilon>0$. Both protocols can be based on sub-exponentially hard injective one-way functions. If the parties have an access to a collision resistance hash function, we can derive statistical everlasting security, i.e., the protocols are secure against adversaries that are computationally bounded during the protocol execution and become computationally unbounded after the protocol execution.
Previous 2-round solutions achieve smaller resiliency thresholds and weaker security notions regardless of the underlying assumptions. As a special case, our protocols give rise to 2-round offline/online constructions of multi-verifier zero-knowledge proofs (MVZK). Such constructions were previously obtained under the same type of assumptions that are needed for NIZK, i.e., public-key assumptions or random-oracle type assumptions (Abe et al., Asiacrypt 2002; Groth and Ostrovsky, Crypto 2007; Boneh et al., Crypto 2019; Yang, and Wang, Eprint 2022). Our work shows, for the first time, that in the presence of an honest majority these assumptions can be replaced with more conservative ``Minicrypt''-type assumptions like injective one-way functions and collision-resistance hash functions. Indeed, our MVZK protocols provide a round-efficient substitute for NIZK in settings where honest-majority is present. Additional applications are also presented.

2022

CRYPTO

Quadratic Multiparty Randomized Encodings Beyond Honest Majority and Their Applications
📺
Abstract

Multiparty randomized encodings (Applebaum, Brakerski, and Tsabary, SICOMP 2021) reduce the task of securely computing a complicated multiparty functionality $f$ to the task of securely computing a simpler functionality $g$. The reduction is non-interactive and preserves information-theoretic security against a passive (semi-honest) adversary, also referred to as {\em privacy}.
The special case of a degree-2 encoding $g$ (2MPRE) has recently found several applications to secure multiparty computation (MPC) with either information-theoretic security or making black-box access to cryptographic primitives. Unfortunately, as all known constructions are based on information-theoretic MPC protocols in the plain model, they can only be private with an honest majority.
In this paper, we break the honest-majority barrier and present the first construction of general 2MPRE that remains secure in the presence of a dishonest majority. Our construction encodes every $n$-party functionality $f$ by a 2MPRE that tolerates at most $t=\lfloor 2n/3\rfloor$ passive corruptions.
We derive several applications including: (1) The first non-interactive client-server MPC protocol with perfect privacy against any coalition of a minority of the servers and up to $t$ of the $n$ clients; (2) Completeness of 3-party functionalities under non-interactive $t$-private reductions; and (3) A single-round $t$-private reduction from general-MPC to an ideal oblivious transfer (OT). These positive results partially resolve open questions that were posed in several previous works. We also show that $t$-private 2MPREs are necessary for solving (2) and (3), thus establishing new equivalence theorems between these three notions.
Finally, we present a new approach for constructing fully-private 2MPREs based on multi-round protocols in the OT-hybrid model that achieve \emph{perfect privacy} against active attacks. Moreover, by slightly restricting the power of the active adversary, we derive an equivalence between these notions. This forms a surprising, and quite unique, connection between a non-interactive passively-private primitive to an interactive actively-private primitive.

2022

ASIACRYPT

Attaining GOD Beyond Honest Majority With Friends and Foes
📺
Abstract

In the classical notion of multiparty computation (MPC), an honest party learning private inputs of others, either as a part of protocol specification or due to a malicious party's unspecified messages, is not considered a potential breach.
Several works in the literature exploit this seemingly minor loophole to achieve the strongest security of guaranteed output delivery via a trusted third party, which nullifies the purpose of MPC.
Alon et al. (CRYPTO 2020) presented the notion of {\it Friends and Foes} ($\mathtt{FaF}$) security, which accounts for such undesired leakage towards honest parties by modelling them as semi-honest (friends) who do not collude with malicious parties (foes). With real-world applications in mind, it's more realistic to assume parties are semi-honest rather than completely honest, hence it is imperative to design efficient protocols conforming to the $\mathtt{FaF}$ security model.
Our contributions are not only motivated by the practical viewpoint, but also consider the theoretical aspects of $\mathtt{FaF}$ security.
We prove the necessity of semi-honest oblivious transfer for $\mathtt{FaF}$-secure protocols with optimal resiliency.
On the practical side, we present QuadSquad, a ring-based 4PC protocol, which achieves fairness and GOD in the $\mathtt{FaF}$ model, with an optimal corruption of $1$ malicious and $1$ semi-honest party. QuadSquad is, to the best of our knowledge, the first practically efficient $\mathtt{FaF}$ secure protocol with optimal resiliency.
Its performance is comparable to the state-of-the-art dishonest majority protocols while improving the security guarantee from abort to fairness and GOD. Further, QuadSquad elevates the security by tackling a stronger adversarial model over the state-of-the-art honest-majority protocols, while offering a comparable performance for the input-dependent computation. We corroborate these claims by benchmarking the performance of QuadSquad.
We also consider the application of liquidity matching that deals with highly sensitive financial transaction data, where $\mathtt{FaF}$ security is apt. We design a range of $\mathtt{FaF}$ secure building blocks to securely realize liquidity matching as well as other popular applications such as privacy-preserving machine learning (PPML). Inclusion of these blocks makes QuadSquad a comprehensive framework.

2022

TCC

Fully-Secure MPC with Minimal Trust
Abstract

The task of achieving full security (with guaranteed output delivery) in secure multiparty computation (MPC) is a long-studied problem with known impossibility results that rule out constructions in the dishonest majority setting. In this work, we investigate the question of constructing fully-secure MPC protocols in the dishonest majority setting with the help of an external trusted party (TP). It is well-known that the existence of such a trusted party is sufficient to bypass the impossibility results. As our goal is to study the minimal requirements needed from this trusted party, we restrict ourselves to the extreme setting where the size of the TP is independent of the size of the functionality to be computed (called "small" TP) and this TP is invoked only once during the protocol execution. We present several positive and negative results for fully-secure MPC in this setting.
- For a natural class of protocols, specifically, those with a universal output decoder, we show that the size of the TP must necessarily be exponential in the number of parties. This result holds irrespective of the computational assumptions used in the protocol. This class is broad enough to capture the prior results and indicates that the prior techniques necessitate the use of an exponential-sized TP. We additionally rule out the possibility of achieving information-theoretic full security (without the restriction of using a universal output decoder) using a "small" TP in the plain model (i.e., without any setup).
- In order to get around the above negative result, we consider protocols without a universal output decoder. The main positive result in our work is a construction of such a fully-secure MPC protocol assuming the existence of a succinct Functional Encryption scheme. We also give evidence that such an assumption is likely to be necessary for fully-secure MPC in certain restricted settings.
- We also explore the possibility of achieving full-security with a semi-honest TP that could collude with the other malicious parties in the protocol (which are in a dishonest majority). In this setting, we show that fairness is impossible to achieve even if we allow the size of the TP to grow with the circuit-size of the function to be computed.

2022

TCC

On Perfectly Secure Two-Party Computation for Symmetric Functionalities with Correlated Randomness
Abstract

A multi-party computation protocol is {\em perfectly secure} for some function $f$ if it perfectly emulates an ideal computation of $f$. Thus, perfect security is the strongest and most desirable notion of security, as it guarantees security in the face of any adversary and eliminates the dependency on any security parameter. Ben-Or et al. [STOC '88] and Chaum et al. [STOC '88] showed that any function can be computed with perfect security if strictly less than one-third of the parties can be corrupted. For two-party sender-receiver functionalities (where only one party receives an output), Ishai et al. [TCC '13] showed that any function can be computed in the correlated randomness model. Unfortunately, they also showed that perfect security cannot be achieved in general for two-party functions that give outputs to both parties (even in the correlated randomness model).
We study the feasibility of obtaining perfect security for deterministic symmetric two-party functionalities (i.e., where both parties obtain the same output) in the face of malicious adversaries. We explore both the plain model as well as the correlated randomness model. We provide positive results in the plain model, and negative results in the correlated randomness model. As a corollary, we obtain the following results.
\begin{enumerate}
\item We provide a characterization of symmetric functionalities with (up to) four possible outputs that can be computed with perfect security. The characterization is further refined when restricted to three possible outputs and to Boolean functions. All characterizations are the same for both the plain model and the correlated randomness model.
\item We show that if a functionality contains an embedded XOR or an embedded AND, then it cannot be computed with perfect security (even in the correlated randomness model).
\end{enumerate}

2022

TCC

Round-optimal Honest-majority MPC in Minicrypt and with Everlasting Security
Abstract

We study the round complexity of secure multiparty computation (MPC) in the challenging model where full security, including guaranteed output delivery, should be achieved at the presence of an active rushing adversary who corrupts up to half of parties. It is known that 2 rounds are insufficient in this model (Gennaro et al., Crypto 2002), and that 3 round protocols can achieve computational security under public-key assumptions (Gordon et al., Crypto 2015; Ananth et al., Crypto 2018; and Badrinarayanan et al., Asiacrypt 2020). However, despite much effort, it is unknown whether public-key assumptions are inherently needed for such protocols, and whether one can achieve similar results with security against computationally-unbounded adversaries.
In this paper, we use Minicrypt-type assumptions to realize 3-round MPC with full and active security. Our protocols come in two flavors: for a small (logarithmic) number of parties $n$, we achieve an optimal resiliency threshold of $t\leq \lfloor (n-1)/2\rfloor$, and for a large (polynomial) number of parties we achieve an almost-optimal resiliency threshold of $t\leq 0.5n(1-\epsilon)$ for an arbitrarily small constant $\epsilon > 0$. Both protocols can be based on sub-exponentially hard injective one-way functions in the plain model.
If the parties have an access to a collision resistance hash function, we can derive \emph{statistical everlasting security} for every NC1 functionality, i.e., the protocol is secure against adversaries that are computationally bounded during the execution of the protocol and become computationally unlimited after the protocol execution.
As a secondary contribution, we show that in the strong honest-majority setting ($t<n/3$), every NC1 functionality can be computed in 3 rounds with everlasting security and complexity polynomial in $n$ based on one-way functions. Previously, such a result was only known based on collision-resistance hash function.

2022

TCC

Asymptotically Free Broadcast in Constant Expected Time via Packed VSS
Abstract

Broadcast is an essential primitive for secure computation. We focus in this paper on optimal resilience (i.e., when the number of corrupted parties $t$ is less than a third of the computing parties $n$), and with no setup or cryptographic assumptions.
While broadcast with worst case $t$ rounds is impossible, it has been shown [Feldman and Micali STOC'88, Katz and Koo CRYPTO'06] how to construct protocols with expected constant number of rounds in the private channel model. However, those constructions have large communication complexity, specifically $\bigO(n^2L+n^6\log n)$ expected number of bits transmitted for broadcasting a message of length $L$. This leads to a significant communication blowup in secure computation protocols in this setting.
In this paper, we substantially improve the communication complexity of broadcast in constant expected time. Specifically, the expected communication complexity of our protocol is $\bigO(nL+n^4\log n)$. For messages of length $L=\Omega(n^3 \log n)$, our broadcast has no asymptotic overhead (up to expectation), as each party has to send or receive $\bigO(n^3 \log n)$ bits. We also consider parallel broadcast, where $n$ parties wish to broadcast $L$ bit messages in parallel. Our protocol has no asymptotic overhead for $L=\Omega(n^2\log n)$, which is a common communication pattern in perfectly secure MPC protocols. For instance, it is common that all parties share their inputs simultaneously at the same round, and verifiable secret sharing protocols require the dealer to broadcast a total of $\bigO(n^2\log n)$ bits.
As an independent interest, our broadcast is achieved by a \emph{packed verifiable secret sharing}, a new notion that we introduce. We show a protocol that verifies $\bigO(n)$ secrets simultaneously with the same cost of verifying just a single secret. This improves by a factor of $n$ the state-of-the-art.

2021

CRYPTO

Three-Round Secure Multiparty Computation from Black-Box Two-Round Oblivious Transfer
📺
Abstract

We give constructions of three-round secure multiparty computation (MPC) protocols for general functions that make {\it black-box} use of a two-round oblivious transfer (OT). For the case of semi-honest adversaries, we make use of a two-round, semi-honest secure OT in the plain model. This resolves the round-complexity of black-box (semi-honest) MPC protocols from minimal assumptions and answers an open question of Applebaum et al. (ITCS 2020). For the case of malicious adversaries, we make use of a two-round maliciously-secure OT in the common random/reference string model that satisfies a (mild) variant of adaptive security for the receiver.

2021

JOFC

On the Exact Round Complexity of Secure Three-Party Computation
Abstract

We settle the exact round complexity of three-party computation (3PC) in honest-majority setting, for a range of security notions such as selective abort, unanimous abort, fairness and guaranteed output delivery. It is a folklore that the implication holds from the guaranteed output delivery to fairness to unanimous abort to selective abort. We focus on computational security and consider two network settings—pairwise-private channels without and with a broadcast channel. In the minimal setting of pairwise-private channels, 3PC with selective abort is known to be feasible in just two rounds, while guaranteed output delivery is infeasible to achieve irrespective of the number of rounds. Settling the quest for exact round complexity of 3PC in this setting, we show that three rounds are necessary and sufficient for unanimous abort and fairness. Extending our study to the setting with an additional broadcast channel, we show that while unanimous abort is achievable in just two rounds, three rounds are necessary and sufficient for fairness and guaranteed output delivery. Our lower bound results extend for any number of parties in honest majority setting and imply tightness of several known constructions. While our lower bounds extend to the common reference string (CRS) model, all our upper bounds are in the plain model. The fundamental concept of garbled circuits underlies all our upper bounds. Concretely, our constructions involve transmitting and evaluating only constant number of garbled circuits. Assumption-wise, our constructions rely on injective (one-to-one) one-way functions.

2020

TCC

The Resiliency of MPC with Low Interaction: The Benefit of Making Errors
📺
Abstract

We study information-theoretic secure multiparty protocols that achieve full security, including guaranteed output delivery, at the presence of an active adversary that corrupts a constant fraction of the parties. It is known that 2 rounds are insufficient for such protocols even when the adversary corrupts only two parties (Gennaro, Ishai, Kushilevitz, and Rabin; Crypto 2002), and that perfect protocols can be implemented in three rounds as long as the adversary corrupts less than a quarter of the parties (Applebaum , Brakerski, and Tsabary; Eurocrypt, 2019). Furthermore, it was recently shown that the quarter threshold is tight for any 3-round \emph{perfectly-secure} protocol (Applebaum, Kachlon, and Patra; FOCS 2020). Nevertheless, one may still hope to achieve a better-than-quarter threshold at the expense of allowing some negligible correctness errors and/or statistical deviations in the security.
Our main results show that this is indeed the case. Every function can be computed by 3-round protocols with \emph{statistical} security as long as the adversary corrupts less than third of the parties. Moreover, we show that any better resiliency threshold requires four rounds. Our protocol is computationally inefficient and has an exponential dependency in the circuit's depth $d$ and in the number of parties $n$. We show that this overhead can be avoided by relaxing security to computational, assuming the existence of a non-interactive commitment (NICOM). Previous 3-round computational protocols were based on stronger public-key assumptions. When instantiated with statistically-hiding NICOM, our protocol provides \emph{everlasting statistical} security, i.e., it is secure against adversaries that are computationally unlimited \emph{after} the protocol execution.
To prove these results, we introduce a new hybrid model that allows for 2-round protocols with linear resliency threshold. Here too we prove that, for perfect protocols, the best achievable resiliency is $n/4$, whereas statistical protocols can achieve a threshold of $n/3$. We also construct the first 2-round $n/3$-statistical verifiable secret sharing that supports second-level sharing and prove a matching lower-bound, extending the results of Patra, Choudhary, Rabin, and Rangan (Crypto 2009). Overall, our results refines the differences between statistical and perfect models of security, and show that there are efficiency gaps even in the regime of realizable thresholds.

2020

ASIACRYPT

On the Exact Round Complexity of Best-of-both-Worlds Multi-party Computation
📺
Abstract

The two traditional streams of multiparty computation (MPC) protocols consist of-- (a) protocols achieving guaranteed output delivery (\god) or fairness (\fair) in the honest-majority setting and (b) protocols achieving unanimous or selective abort (\uab, \sab) in the dishonest-majority setting. The favorable presence of honest majority amongst the participants is necessary to achieve the stronger notions of \god~or \fair. While the constructions of each type are abound in the literature, one class of protocols does not seem to withstand the threat model of the other. For instance, the honest-majority protocols do not guarantee privacy of the inputs of the honest parties in the face of dishonest majority and likewise the dishonest-majority protocols cannot achieve $\god$ and $\fair$, tolerating even a single corruption, let alone dishonest minority. The promise of the unconventional yet much sought-after species of MPC, termed as `Best-of-Both-Worlds' (BoBW), is to offer the best possible security depending on the actual corruption scenario.
This work nearly settles the exact round complexity of two classes of BoBW protocols differing on the security achieved in the honest-majority setting, namely $\god$ and $\fair$ respectively, under the assumption of no setup (plain model), public setup (CRS) and private setup (CRS + PKI or simply PKI). The former class necessarily requires the number of parties to be strictly more than the sum of the bounds of corruptions in the honest-majority and dishonest-majority setting, for a feasible solution to exist. Demoting the goal to the second-best attainable security in the honest-majority setting, the latter class needs no such restriction.
Assuming a network with pair-wise private channels and a broadcast channel, we show that 5 and 3 rounds are necessary and sufficient for the class of BoBW MPC with $\fair$ under the assumption of `no setup' and `public and private setup' respectively. For the class of BoBW MPC with $\god$, we show necessity and sufficiency of 3 rounds for the public setup case and 2 rounds for the private setup case. In the no setup setting, we show the sufficiency of 5 rounds, while the known lower bound is 4. All our upper bounds are based on polynomial-time assumptions and assume black-box simulation. With distinct feasibility conditions, the classes differ in terms of the round requirement. The bounds are in some cases different and on a positive note at most one more, compared to the maximum of the needs of the honest-majority and dishonest-majority setting. Our results remain unaffected when security with abort and fairness are upgraded to their identifiable counterparts.

2019

ASIACRYPT

Beyond Honest Majority: The Round Complexity of Fair and Robust Multi-party Computation
Abstract

Two of the most sought-after properties of Multi-party Computation (MPC) protocols are fairness and guaranteed output delivery (GOD), the latter also referred to as robustness. Achieving both, however, brings in the necessary requirement of malicious-minority. In a generalised adversarial setting where the adversary is allowed to corrupt both actively and passively, the necessary bound for a n-party fair or robust protocol turns out to be $$t_a + t_p < n$$, where $$t_a,t_p$$ denote the threshold for active and passive corruption with the latter subsuming the former. Subsuming the malicious-minority as a boundary special case, this setting, denoted as dynamic corruption, opens up a range of possible corruption scenarios for the adversary. While dynamic corruption includes the entire range of thresholds for $$(t_a,t_p)$$ starting from $$(\lceil \frac{n}{2} \rceil - 1, \lfloor n/2 \rfloor )$$ to $$(0,n-1)$$, the boundary corruption restricts the adversary only to the boundary cases of $$(\lceil \frac{n}{2} \rceil - 1, \lfloor n/2 \rfloor )$$ and $$(0,n-1)$$. Notably, both corruption settings empower an adversary to control majority of the parties, yet ensuring the count on active corruption never goes beyond $$\lceil \frac{n}{2} \rceil - 1$$. We target the round complexity of fair and robust MPC tolerating dynamic and boundary adversaries. As it turns out, $$\lceil n/2 \rceil + 1$$ rounds are necessary and sufficient for fair as well as robust MPC tolerating dynamic corruption. The non-constant barrier raised by dynamic corruption can be sailed through for a boundary adversary. The round complexity of 3 and 4 is necessary and sufficient for fair and GOD protocols respectively, with the latter having an exception of allowing 3 round protocols in the presence of a single active corruption. While all our lower bounds assume pair-wise private and broadcast channels and are resilient to the presence of both public (CRS) and private (PKI) setup, our upper bounds are broadcast-only and assume only public setup. The traditional and popular setting of malicious-minority, being restricted compared to both dynamic and boundary setting, requires 3 and 2 rounds in the presence of public and private setup respectively for both fair as well as GOD protocols.

2018

CRYPTO

On the Exact Round Complexity of Secure Three-Party Computation
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Abstract

We settle the exact round complexity of three-party computation (3PC) in honest-majority setting, for a range of security notions such as selective abort, unanimous abort, fairness and guaranteed output delivery. Selective abort security, the weakest in the lot, allows the corrupt parties to selectively deprive some of the honest parties of the output. In the mildly stronger version of unanimous abort, either all or none of the honest parties receive the output. Fairness implies that the corrupted parties receive their output only if all honest parties receive output and lastly, the strongest notion of guaranteed output delivery implies that the corrupted parties cannot prevent honest parties from receiving their output. It is a folklore that the implication holds from the guaranteed output delivery to fairness to unanimous abort to selective abort. We focus on two network settings– pairwise-private channels without and with a broadcast channel.In the minimal setting of pairwise-private channels, 3PC with selective abort is known to be feasible in just two rounds, while guaranteed output delivery is infeasible to achieve irrespective of the number of rounds. Settling the quest for exact round complexity of 3PC in this setting, we show that three rounds are necessary and sufficient for unanimous abort and fairness. Extending our study to the setting with an additional broadcast channel, we show that while unanimous abort is achievable in just two rounds, three rounds are necessary and sufficient for fairness and guaranteed output delivery. Our lower bound results extend for any number of parties in honest majority setting and imply tightness of several known constructions.The fundamental concept of garbled circuits underlies all our upper bounds. Concretely, our constructions involve transmitting and evaluating only constant number of garbled circuits. Assumption-wise, our constructions rely on injective (one-to-one) one-way functions.

2018

PKC

Efficient Adaptively Secure Zero-Knowledge from Garbled Circuits
Abstract

Zero-knowledge (ZK) protocols are undoubtedly among the central primitives in cryptography, lending their power to numerous applications such as secure computation, voting, auctions, and anonymous credentials to name a few. The study of efficient ZK protocols for non-algebraic statements has seen rapid progress in recent times, relying on secure computation techniques. The primary contribution of this work lies in constructing efficient UC-secure constant round ZK protocols from garbled circuits that are secure against adaptive corruptions, with communication linear in the size of the statement. We begin by showing that the practically efficient ZK protocol of Jawurek et al. (CCS 2013) is adaptively secure when the underlying oblivious transfer (OT) satisfies a mild adaptive security guarantee. We gain adaptive security with little to no overhead over the static case. A conditional verification technique is then used to obtain a three-round adaptively secure zero-knowledge argument in the non-programmable random oracle model (NPROM). Our three-round protocol yields a proof size that is shorter than the known UC-secure practically-efficient schemes in the short-CRS model with the right choice of security parameters.We draw motivation from state-of-the-art non-interactive secure computation protocols and leveraging specifics of ZK functionality show a two-round protocol that achieves static security. It is a proof, while most known efficient ZK protocols and our three round protocol are only arguments.

#### Program Committees

- Crypto 2023
- Eurocrypt 2023
- Eurocrypt 2022
- Asiacrypt 2020
- PKC 2019
- Asiacrypt 2019
- Eurocrypt 2018
- Asiacrypt 2018
- PKC 2018
- PKC 2017
- Asiacrypt 2017

#### Coauthors

- Ittai Abraham (3)
- Bar Alon (1)
- Benny Applebaum (4)
- Gilad Asharov (3)
- Michael Backes (1)
- Ashish Choudhary (3)
- Ashish Choudhury (1)
- Chaya Ganesh (1)
- Carmit Hazay (3)
- Aditya Hegde (1)
- Yuval Ishai (2)
- Eliran Kachlon (3)
- Or Karni (1)
- Aniket Kate (1)
- Yashvanth Kondi (2)
- Nishat Koti (2)
- Varsha Bhat Kukkala (1)
- Ranjit Kumaresan (1)
- Jake Loftus (1)
- Olga Nissenbaum (1)
- Eran Omri (1)
- Emmanuela Orsini (1)
- Anat Paskin-Cherniavsky (1)
- Shravani Patil (5)
- Sikhar Patranabis (1)
- Protik Paul (1)
- Tal Rabin (1)
- C. Pandu Rangan (3)
- Divya Ravi (6)
- Pratik Sarkar (1)
- Swati Singla (1)
- Nigel P. Smart (1)
- Akshayaram Srinivasan (2)
- Ajith Suresh (1)
- Bogdan Warinschi (1)