Indistinguishability Obfuscation from Well-Founded Assumptions

In this work, we show how to construct indistinguishability obfuscation from subexponential hardness of four well-founded assumptions. We prove: Let $\tau \in (0,\infty), \delta \in (0,1), \epsilon \in (0,1)$ be arbitrary constants. Assume sub-exponential security of the following assumptions, where $\lambda$ is a security parameter, and the parameters $\ell,k,n$ below are large enough polynomials in $\lambda$: - The SXDH assumption on asymmetric bilinear groups of a prime order $p = O(2^\lambda)$, - The LWE assumption over $\mathbb{Z}_{p}$ with subexponential modulus-to-noise ratio $2^{k^\epsilon}$, where $k$ is the dimension of the LWE secret, - The LPN assumption over $\mathbb{Z}_p$ with polynomially many LPN samples and error rate $1/\ell^\delta$, where $\ell$ is the dimension of the LPN secret, - The existence of a Boolean PRG in $\mathsf{NC}^0$ with stretch $n^{1+\tau}$, Then, (subexponentially secure) indistinguishability obfuscation for all polynomial-size circuits exists

Constant-Round Concurrent Zero-Knowledge From Falsifiable Assumptions

We present a constant-round concurrent zero-knowledge protocol for \NP. Our protocol is sound against uniform polynomial-time attackers, and relies on the existence of families of collision-resistant hash functions, and a new (but in our eyes, natural) falsifiable intractability assumption: Roughly speaking, that Micali's non-interactive CS-proofs are sound for languages in $\P$

New Insights into Multi-Calibration

We identify a novel connection between the recent literature on multi-group fairness for prediction algorithms and well-established notions of graph regularity from extremal graph theory. We frame our investigation using new, statistical distance-based variants of multi-calibration that are closely related to the concept of outcome indistinguishability. Adopting this perspective leads us naturally not only to our graph theoretic results, but also to new multi-calibration algorithms with improved complexity in certain parameter regimes, and to a generalization of a state-of-the-art result on omniprediction. Along the way, we also unify several prior algorithms for achieving multi-group fairness, as well as their analyses, through the lens of no-regret learning

Indistinguishability Obfuscation from DDH-like Assumptions on Constant-Degree Graded Encodings

All constructions of general purpose indistinguishability obfuscation (IO) rely on either meta-assumptions that encapsulate an exponential family of assumptions (e.g., Pass, Seth and Telang, CRYPTO 2014 and Lin, EUROCRYPT 2016), or polynomial families of assumptions on graded encoding schemes with a high polynomial degree/multilinearity (e.g., Gentry, Lewko, Sahai and Waters, FOCS 2014). We present a new construction of IO, with a security reduction based on two assumptions: (a) a DDH-like assumption — called the joint-SXDH assumption — on constant degree graded en- codings, and (b) the existence of polynomial-stretch pseudorandom generators (PRG) in NC0. Our assumption on graded encodings is simple, has constant size, and does not require handling composite-order rings. This narrows the gap between the mathematical objects that exist (bilinear maps, from elliptic curve groups) and ones that suffice to construct general purpose indistinguishability obfuscation

Succinct Garbling Schemes and Applications

Assuming the existence of iO for P/poly and one-way functions, we show how to succinctly garble bounded-space computations (BSC) M: the size of the garbled program (as well as the time needed to generate the garbling) only depends on the size and space (including the input and output) complexity of M, but not its running time. The key conceptual insight behind this construction is a method for using iO to compress a computation that can be performed piecemeal, without revealing anything about it. As corollaries of our succinct garbling scheme, we demonstrate the following: -functional encryption for BSC from iO for P/poly and one-way functions; -reusable succinct garbling schemes for BSC from iO for P/poly and one-way functions; - succinct iO for BSC from sub-exponentially-secure iO for P/poly and sub-exponentially secure one-way functions; - (PerfectNIZK) SNARGS for bounded space and witness NP from sub-exponentially-secure iO for P/poly and sub-exponentially-secure one-way functions. Previously such primitives were only know to exists based on “knowledge-based” assumptions (such as SNARKs and/or differing-input obfuscation). We finally demonstrate the first (non-succinct) iO for RAM programs with bounded input and output lengths, that has poly-logarithmic overhead, based on the existence of sub-exponentially-secure iO for P/poly and sub-exponentially-secure one-way functions

Multiparty Reusable Non-Interactive Secure Computation

Reducing interaction in Multiparty Computation (MPC) is a highly desirable goal in cryptography. It is known that 2-round MPC can be based on the minimal assumption of 2-round Oblivious Transfer (OT) [Benhamouda and Lin, Garg and Srinivasan, EC 2018], and 1-round MPC is impossible in general. In this work, we propose a natural ``hybrid\u27\u27 model, called \textbf{multiparty reusable Non-Interactive Secure Computation Market (mrNISC)}. In this model, parties publish encodings of their private inputs $x_i$ at the beginning, once and for all. Later, any subset $I$ of them can compute \emph{on-the-fly} a function $f$ on their inputs $\vec x_I = {\{x_i\}}_{i \in I}$ by just sending a single message to a stateless evaluator, conveying the result $f(\vec x_I)$ and nothing else. Importantly, the input encodings can be \emph{reused} in any number of on-the-fly computations, and the same classical simulation security guaranteed by multi-round MPC, is achieved. In short, mrNISC has minimal yet ``tractable\u27\u27 interaction pattern. We initiate the study of mrNISC on several fronts. First, we formalize the security of mrNISC protocols in both a UC definition and a game-based definition. Second, we construct mrNISC protocols in the plain model with semi-honest and semi-malicious security based on bilinear groups. Third, we demonstrate the power of mrNISC by showing two applications: non-interactive MPC (NIMPC) with reusable setup and a distributed version of program obfuscation. In addition, at the core of our construction of mrNISC is a witness encryption scheme for a special language that verifies Non-Interactive Zero-Knowledge (NIZK) proofs of the validity of computations over committed values, which we believe is of independent interest

Pseudo Flawed-Smudging Generators and Their Application to Indistinguishability Obfuscation

We introduce Pseudo Flawed-smudging Generators (PFGs). A PFG is an expanding function whose outputs $\mathbf Y$ satisfy a weak form of pseudo-randomness. Roughly speaking, for some polynomial bound $B$, and every distribution $\chi$ over $B$-bounded noise vectors, it guarantees that the distribution of $(\mathbf e,\ \mathbf Y + \mathbf e)$ is indistinguishable from that of $(\mathbf e\u27, \mathbf Y + \mathbf e)$, where $\mathbf e \gets \chi$ is a random sample from $\chi$, and $\mathbf e\u27$ is another independent sample from $\chi$ conditioned on agreeing with $\mathbf e$ at a few, $o(\lambda)$, coordinates. In other words, $\mathbf Y$ hides $\mathbf e$ at all but a few coordinates. We show that assuming LWE and the existence of constant-locality Pseudo-Random Generators (PRGs), there is a construction of IO from 1) a PFG that has polynomial stretch and polynomially bounded outputs, and 2) a Functional Encryption (FE) scheme able to compute this PFG. Such FE can be built from degree $d$ multilinear map if the PFG is computable by a degree $d$ polynomial. Toward basing IO on bilinear maps, inspired by [Ananth et. al. Eprint 2018], we further consider PFGs with partial pubic input --- they have the form $g(\mathbf{x}, \mathbf{y})$ and satisfy the aforementioned pseudo flawed-smudging property even when $\mathbf{x}$ is public. When using such PFGs, it suffices to replace FE with a weaker notion of partially hiding FE (PHFE) whose decryption reveals the public input $\mathbf{x}$ in addition to the output of the computation. We construct PHFE for polynomials $g$ that are quadratic in the private input $\mathbf{y}$, but have up to polynomial degree in the public input $\mathbf{x}$, subject to certain size constraints, from the SXDH assumption over bilinear map groups. Regarding candidates of PFGs with partial public input, we note that the family of cubic polynomials proposed by Ananth et. al. can serve as candidate PFGs, and can be evaluated by our PHFE from bilinear maps. Toward having more candidates, we present a transformation for converting the private input $\mathbf{x}$ of a constant-degree PFG $g(\mathbf{x}, \mathbf{y})$ into a public input, by hiding $\mathbf{x}$ as noises in LWE samples, provided that $\mathbf{x}$ is sampled from a LWE noise distribution and $g$ satisfies a stronger security property

Two-Round MPC without Round Collapsing Revisited -- Towards Efficient Malicious Protocols

Recent works have made exciting progress on the construction of round optimal, *two-round*, Multi-Party Computation (MPC) protocols. However, most proposals so far are still complex and inefficient. In this work, we improve the simplicity and efficiency of two-round MPC in the setting with dishonest majority and malicious security. Our protocols make use of the Random Oracle (RO) and a generalization of the Oblivious Linear Evaluation (OLE) correlated randomness, called tensor OLE, over a finite field $\mathbb{F}$, and achieve the following: - MPC for Boolean Circuits: Our two-round, maliciously secure MPC protocols for computing Boolean circuits, has overall (asymptotic) computational cost $O(S\cdot n^3 \cdot \log |\mathbb{F}|)$, where $S$ is the size of the circuit computed, $n$ the number of parties, and $\mathbb{F}$ a field of characteristic two. The protocols also make black-box calls to a Pseudo-Random Function (PRF). - MPC for Arithmetic Branching Programs (ABPs): Our two-round, information theoretically and maliciously secure protocols for computing ABPs over a general field $\mathbb{F}$ has overall computational cost $O(S^{1.5}\cdot n^3\cdot \log |\mathbb{F}|)$, where $S$ is the size of ABP computed. Both protocols achieve security levels inverse proportional to the size of the field $|\mathbb{F}|$. Our construction is built upon the simple two-round MPC protocols of [Lin-Liu-Wee TCC\u2720], which are only semi-honest secure. Our main technical contribution lies in ensuring malicious security using simple and lightweight checks, which incur only a constant overhead over the complexity of the protocols by Lin, Liu, and Wee. In particular, in the case of computing Boolean circuits, our malicious MPC protocols have the same complexity (up to a constant overhead) as (insecurely) computing Yao\u27s garbled circuits in a distributed fashion. Finally, as an additional contribution, we show how to efficiently generate tensor OLE correlation in fields of characteristic two using OT

Compact Adaptively Secure ABE from k-Lin: Beyond NC1 and towards NL

We present a new general framework for constructing compact and adaptively secure attribute-based encryption (ABE) schemes from $k$-Lin in asymmetric bilinear pairing groups. Previously, the only construction [Kowalczyk and Wee, Eurocrypt \u2719] that simultaneously achieves compactness and adaptive security from static assumptions supports policies represented by Boolean formulae. Our framework enables supporting more expressive policies represented by arithmetic branching programs. Our framework extends to ABE for policies represented by uniform models of computation such as Turing machines. Such policies enjoy the feature of being applicable to attributes of arbitrary lengths. We obtain the first compact adaptively secure ABE for deterministic and non-deterministic finite automata (DFA and NFA) from $k$-Lin, previously unknown from any static assumptions. Beyond finite automata, we obtain the first ABE for large classes of uniform computation, captured by deterministic and non-deterministic logspace Turing machines (the complexity classes $\mathsf{L}$ and $\mathsf{NL}$) based on $k$-Lin. Our ABE scheme has compact secret keys of size linear in the description size of the Turing machine $M$. The ciphertext size grows linearly in the input length, but also linearly in the time complexity, and exponentially in the space complexity. Irrespective of compactness, we stress that our scheme is the first that supports large classes of Turing machines based solely on standard assumptions. In comparison, previous ABE for general Turing machines all rely on strong primitives related to indistinguishability obfuscation

k-Round MPC from k-Round OT via Garbled Interactive Circuits

We present new constructions of round-efficient, or even round-optimal, Multi-Party Computation (MPC) protocols from Oblivious Transfer (OT) protocols. Our constructions establish a tight connection between MPC and OT: In the setting of semi-honest security, for any $k \ge 2$, $k$-round semi-honest OT is necessary and complete for $k$-round semi-honest MPC. In the round-optimal case of $k = 2$, we obtain 2-round semi-honest MPC from 2-round semi-honest OT, resolving the round complexity of semi-honest MPC assuming weak and necessary assumption. In comparison, previous 2-round constructions rely on either the heavy machinery of indistinguishability obfuscation or witness encryption, or the algebraic structure of bilinear pairing groups. More generally, for an arbitrary number of rounds $k$, all previous constructions of $k$-round semi-honest MPC require at least OT with $k\u27$ rounds for $k\u27 \le \lfloor k/2 \rfloor$. In the setting of malicious security, we show: For any $k \ge 5$, $k$-round malicious OT is necessary and complete for $k$-round malicious MPC. In fact, OT satisfying a weaker notion of delayed-semi-malicious security suffices. In the common reference string model, for any $k \ge 2$, we obtain $k$-round malicious Universal Composable (UC) protocols from any $k$-round semi-malicious OT and non-interactive zero-knowledge. Previous 5-round protocols in the plain model, and 2-round protocols in the common reference string model all require algebraic assumptions such as DDH or LWE. At the core of our constructions is a new framework for garbling interactive circuits. Roughly speaking, it allows for garbling interactive machines that participates in interactions of a special form. The garbled machine can emulate the original interactions receiving messages sent in the clear (without being encoded using secrets), and reveals only the transcript of the interactions, provided that the transcript is computationally uniquely defined. We show that garbled interactive circuits for the purpose of constructing MPC can be implemented using OT. Along the way, we also propose a new primitive of witness selector that strengthens witness encryption, and a new notion of zero-knowledge functional commitments