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04 March 2024
Zhuang Shan, Leyou Zhang, Qing Wu
This paper presents a heuristic ideal obfuscation scheme based on the learning problem, which di ers from that of Jain, Lin, and Luo [JLLW23]. The paper adopts a method similar to Brakerski, Dottling, Garg, and Malavolta [BDGM22, BDGM20] for constructing iO. It first introduces a variant of the LWR problem and proves its pseudorandomness. Based on the variant of the LWR problem, it constructs LHE, then combines it with sFHE constructed from the LWE problem to further construct the ideal obfuscation scheme. In comparison to the approach by Jain et al., this paper is relatively more specific. Additionally, the paper incorporates the quantum random oracle construction by Jelle Don, et al.[DFMS22] to provide a more concrete quantum random oracle used in the proposed obfuscation scheme.
Daniel Escudero, Ivan Tjuawinata, Chaoping Xing
In this work we consider the task of designing information-theoretic MPC protocols for which the state of a given party can be recovered from a small amount of parties, a property we refer to as local repairability.
This is useful when considering MPC over dynamic settings where parties leave and join a computation, a scenario that has gained notable attention in recent literature.
Thanks to the results of (Cramer et al. EUROCRYPT'00), designing such protocols boils down to constructing a linear secret-sharing scheme (LSSS) with good locality, that is, each share is determined by only a small amount of other shares, that also satisfies the so-called multiplicativity property.
Previous constructions that achieve locality (e.g. using locally recoverable codes---LRCs) do not enjoy multiplicativity, and LSSS that are multiplicative (e.g. Shamir's secret-sharing) do not satisfy locality.
Our construction bridges this literature gap by showing the existence of an LSSS that achieves both properties simultaneously.
Our results are obtained by making use of well known connection between error correcting codes and LSSS, in order to adapt the LRC construction by (Tamo & Barg, IEEE Transactions on Information Theory 2014) to turn it into a LSSS. With enough care, such coding-theoretic construction yields our desired locality property, but it falls short at satisfying multiplicativity. In order to address this, we perform an extensive analysis of the privacy properties of our scheme in order to identify parameter regimes where our construction satisfies multiplicativity.
Finally, since our LSSS satisfies locality, every share is determined by a small amount of shares. However, in an MPC context it is not enough to let the (small set of) parties to send their shares to the repaired party, since this may leak more information than the regenerated share. To obtain our final result regarding MPC with local repairability, we construct a lightweight MPC protocol that performs such repairing process without any leakage. We provide both a passively secure construction (for the plain multiplicative regime) and an actively secure one (for strong multiplicativity).
Our results are obtained by making use of well known connection between error correcting codes and LSSS, in order to adapt the LRC construction by (Tamo & Barg, IEEE Transactions on Information Theory 2014) to turn it into a LSSS. With enough care, such coding-theoretic construction yields our desired locality property, but it falls short at satisfying multiplicativity. In order to address this, we perform an extensive analysis of the privacy properties of our scheme in order to identify parameter regimes where our construction satisfies multiplicativity.
Finally, since our LSSS satisfies locality, every share is determined by a small amount of shares. However, in an MPC context it is not enough to let the (small set of) parties to send their shares to the repaired party, since this may leak more information than the regenerated share. To obtain our final result regarding MPC with local repairability, we construct a lightweight MPC protocol that performs such repairing process without any leakage. We provide both a passively secure construction (for the plain multiplicative regime) and an actively secure one (for strong multiplicativity).
Gal Arnon, Alessandro Chiesa, Giacomo Fenzi, Eylon Yogev
We present STIR (Shift To Improve Rate), an interactive oracle proof of proximity (IOPP) for Reed-Solomon codes that achieves the best known query complexity of any concretely efficient IOPP for this problem. For $\lambda$ bits of security, STIR has query complexity $O(\log d + \lambda \cdot \log \log d )$, while FRI, a popular protocol, has query complexity $O(\lambda \cdot \log d )$ (including variants of FRI based on conjectured security assumptions). STIR relies on a new technique for recursively improving the rate of the tested Reed-Solomon code.
We provide an implementation of STIR compiled to a SNARK. Compared to a highly-optimized implementation of FRI, STIR achieves an improvement in argument size that ranges from $1.25\times$ to $2.46\times$ depending on the chosen parameters, with similar prover and verifier running times. For example, in order to achieve 128 bits of security for degree $2^{26}$ and rate $1/4$, STIR has argument size $114$ KiB, compared to $211$ KiB for FRI.
We provide an implementation of STIR compiled to a SNARK. Compared to a highly-optimized implementation of FRI, STIR achieves an improvement in argument size that ranges from $1.25\times$ to $2.46\times$ depending on the chosen parameters, with similar prover and verifier running times. For example, in order to achieve 128 bits of security for degree $2^{26}$ and rate $1/4$, STIR has argument size $114$ KiB, compared to $211$ KiB for FRI.
Tomer Ashur, Carmit Hazay, Rahul Satish
Garbling schemes are one of the most fundamental objects in cryptography and have been studied extensively due to their broad applicability. The state-of-the-art is a construction in which XOR gates are free and AND gates require $3\kappa/2+\mathcal{O}(1)$ bits per gate, due to Rosulek and Roy (CRYPTO'21). An important technique in their garbling is slicing, which partitions the labels into two equal-length slices. In this paper, we explore the feasibility of the slicing technique for garbling schemes beyond the results introduced by Rosulek and Roy, demonstrating both its potential and its limitations.
In particular, we extend this technique to demonstrate the garbling of certain higher fan-in gadgets, and then use this to show that it is possible to garble 2-input AND gates at a cost of $4\kappa/3 +\mathcal{O}(1)$ bits. We then give a separation result showing that sliced garbling cannot be used to garble higher fan-in gadgets of degree $\geq 3$ when restricted to making queries that are linear functions of the input labels to the random oracle. We further demonstrate the usefulness of our techniques in the context of oblivious garbling, a newly introduced concept for capturing circuit hiding from the garbler. The complexity of our construction is superior to that of universal circuits, and grows linearly with circuit size.
In particular, we extend this technique to demonstrate the garbling of certain higher fan-in gadgets, and then use this to show that it is possible to garble 2-input AND gates at a cost of $4\kappa/3 +\mathcal{O}(1)$ bits. We then give a separation result showing that sliced garbling cannot be used to garble higher fan-in gadgets of degree $\geq 3$ when restricted to making queries that are linear functions of the input labels to the random oracle. We further demonstrate the usefulness of our techniques in the context of oblivious garbling, a newly introduced concept for capturing circuit hiding from the garbler. The complexity of our construction is superior to that of universal circuits, and grows linearly with circuit size.
Yijian Zhang, Yunhao Ling, Jie Chen, Luping Wang
In this work, we present two generic frameworks for leakage-resilient attribute-based encryption (ABE), which is an improved version of ABE that can be proven secure even when part of the secret key is leaked. Our frameworks rely on the standard assumption ($k$-Lin) over prime-order groups. The first framework is designed for leakage-resilient ABE with attribute-hiding in the bounded leakage model. Prior to this work, no one had yet derived a generic leakage-resilient ABE framework with attribute-hiding. The second framework provides a generic method to construct leakage-resilient ABE in the continual leakage model. It is compatible with Zhang et al.'s work [DCC 2018] but more generic. Concretely, Zhang et al.'s framework cannot act on some specific ABE schemes while ours manages to do that. Technically, our frameworks are built on the predicate encoding of Chen et al.'s [EUROCRYPT 2015] combined with a method of adding redundancy. At last, several instantiations are derived from our frameworks, which cover the cases of zero inner-product predicate and non-zero inner-product predicate.
Wenqing Hu, Tianyi Liu, Ye Zhang, Yuncong Zhang, Zhenfei Zhang
Zero-knowledge virtual machine (zkVM) is a novel applica-
tion of succinct and non-interactive zero-knowledge proof protocols that
allows for verifiable computation over arbitrary codes. In this paper, we
present a new paradigm to build such a zkVM via data parallel circuits.
Our parallelization happens at the opcode and the basic block level.
Such a design allows us to eliminate almost all of the circuit overhead
for opcodes, including the control flow and the data flow which can be
substantial in a zero-knowledge circuit. The size of our circuit is dynamic
and optimal in the sense that it only costs the sum of all individual op-
codes that are executed in the program, (i.e., you only pay as much as
you use); while in all previous designs, the circuit is of a constant size, de-
termined by the product of a) the upper limit of the number of opcodes,
and b) the size of a super opcode circuit that is capable of handling every
type of opcode.
Further, we present an asymmetric GKR prover that is tailored to the
data parallelism in our zkVM design, accompanied by various optimized
constraint gadgets. The use of GKR prover also leads to significant re-
ductions in the number of witnesses that are to be committed: GKR
allows us to commit only the input and output of the circuits, whereas
in previous Plonkish-based solutions, the prover needs to commit to all
the witnesses
Christopher Harth-Kitzerow, Georg Carle
In this work, we present novel protocols over rings for semi-honest secure three-party computation (3-PC) and malicious four-party computation (4-PC) with one corruption. Compared to state-of-the-art protocols in the same setting, our protocols require fewer low-latency and high-bandwidth links between the parties to achieve high throughput. Our protocols also reduce the computational complexity by requiring up to 50 percent fewer basic instructions per gate. Further, our protocols achieve the currently best-known communication complexity (3, resp. 5 elements per multiplication gate) with an optional preprocessing phase to reduce the communication complexity of the online phase to 2 (resp. 3) elements per multiplication gate.
In homogeneous network settings, i.e. all links between the parties share similar network bandwidth and latency, our protocols achieve up to two times higher throughput than state-of-the-art protocols.
In heterogeneous network settings, i.e. all links between the parties share different network bandwidth and latency, our protocols achieve even larger performance improvements.
We implemented our protocols and multiple other state-of-the-art protocols (Replicated 3-PC, Astra, Fantastic Four, Tetrad) in a novel open-source C++ framework optimized for achieving high throughput.
Five out of six implemented 3-PC and 4-PC protocols achieve more than one billion 32-bit multiplication or more than 32 billion AND gates per second using our implementation in a 25 Gbit/s LAN environment.
This is the highest throughput achieved in 3-PC and 4-PC so far and between two and three orders of magnitude higher than the throughput MP-SPDZ achieves in the same settings.
Michel Seck, Abderrahmane Nitaj
Since its invention in 1978 by Rivest, Shamir and Adleman, the public key cryptosystem RSA has become a widely popular and a widely useful scheme in cryptography. Its security is related to the difficulty of factoring large integers which are the product of two large prime numbers. For various reasons, several variants of RSA have been proposed, and some have different arithmetics such as elliptic and singular cubic curves. In 2018, Murru and Saettone proposed another variant of RSA based on the cubic Pell curve with a modulus of the form $N=pq$. In this paper, we present a new public key cryptosystem based on the arithmetic of the cubic Pell curve with a modulus of the form $N=p^rq^s$. Its security is based on the hardness of factoring composite integers, and on Rabin's trapdoor one way function. In the new scheme, the arithmetic operations are performed on a cubic Pell curve which is known only to the sender and the recipient of a plaintext.
Truman Welling, Onur Gunlu, Aylin Yener
This work models a secure integrated sensing and communication (ISAC) system as a broadcast channel with action-dependent channel states and output feedback. The transmitted message is split into a common and a secure message, both of which must be recovered at the legitimate receiver, while the secure message needs to be kept secret from the eavesdropper. The transmitter actions, such as beamforming vector design, affect the corresponding state distribution at each channel use. The action sequence is modeled to depend on both the transmitted message and channel output feedback. For perfect channel output feedback, the secrecy-distortion regions are provided for physically-degraded and reversely-physically-degraded secure ISAC channels with transmitter actions. The corresponding rate regions when the entire message should be kept secret are also provided. We illustrate the results by characterizing the secrecy-distortion region of a binary example.
Anasuya Acharya, Carmit Hazay, Vladimir Kolesnikov, Manoj Prabhakaran
SCALES (Small Clients And Larger Ephemeral Servers) model is a recently proposed model for MPC (Acharya et al., TCC 2022). While the SCALES model offers several attractive features for practical large-scale MPC, the result of Acharya et al. only offered semi-honest secure protocols in this model.
We present a new efficient SCALES protocol secure against malicious adversaries, for general Boolean circuits. We start with the base construction of Acharya et al. and design and use a suite of carefully defined building blocks that may be of independent interest. The resulting protocol is UC-secure without honest majority, with a CRS and bulletin-board as setups, and allows publicly identifying deviations from correct execution.
We present a new efficient SCALES protocol secure against malicious adversaries, for general Boolean circuits. We start with the base construction of Acharya et al. and design and use a suite of carefully defined building blocks that may be of independent interest. The resulting protocol is UC-secure without honest majority, with a CRS and bulletin-board as setups, and allows publicly identifying deviations from correct execution.
Chirag Madaan, Rohan Agarwal, Vipul Saini, Ujjwal Kumar
With the rapidly evolving landscape of cryptography, blockchain technology has advanced to cater to diverse user requirements, leading to the emergence of a multi-chain ecosystem featuring various use cases characterized by distinct transaction speed and decentralization trade-offs. At the heart of this evolution lies digital signature schemes, responsible for safeguarding blockchain-based assets such as ECDSA, Schnorr, and EdDSA, among others.
However, a critical gap exists in the current landscape — there is no solution empowering a consortium of entities to collectively manage or generate digital signatures for diverse digital assets in a distributed manner with dynamic threshold settings, all while mitigating counter-party risks. Existing threshold signature schemes impose a fixed threshold during the key generation phase, limiting the adaptability of threshold settings for the subsequent signature phase. Attempts to address this challenge often involve relinquishing signature generation control either partially or entirely from the participating parties, introducing vulnerabilities that could jeopardize digital assets in the event of network disruptions.
Addressing this gap, our work introduces an innovative infrastructure that allows a group of users to programmatically define and manage access control policies, supported by a blockchain network dedicated to policy enforcement. This network is uniquely designed to prevent any entity, including itself, from autonomously generating digital signatures, thereby mitigating counter-party risks and enhancing asset security. This system is particularly suited for enterprise contexts, where collaborative asset oversight and policy adherence are essential. Our solution marks a significant stride in the realm of blockchain technology, paving the way for more sophisticated and secure digital asset management in a rapidly evolving digital landscape.
However, a critical gap exists in the current landscape — there is no solution empowering a consortium of entities to collectively manage or generate digital signatures for diverse digital assets in a distributed manner with dynamic threshold settings, all while mitigating counter-party risks. Existing threshold signature schemes impose a fixed threshold during the key generation phase, limiting the adaptability of threshold settings for the subsequent signature phase. Attempts to address this challenge often involve relinquishing signature generation control either partially or entirely from the participating parties, introducing vulnerabilities that could jeopardize digital assets in the event of network disruptions.
Addressing this gap, our work introduces an innovative infrastructure that allows a group of users to programmatically define and manage access control policies, supported by a blockchain network dedicated to policy enforcement. This network is uniquely designed to prevent any entity, including itself, from autonomously generating digital signatures, thereby mitigating counter-party risks and enhancing asset security. This system is particularly suited for enterprise contexts, where collaborative asset oversight and policy adherence are essential. Our solution marks a significant stride in the realm of blockchain technology, paving the way for more sophisticated and secure digital asset management in a rapidly evolving digital landscape.
Haotian Shi, Xiutao Feng
In recent years quantum computing has developed rapidly. The security threat posed by quantum computing to cryptography makes it necessary to better evaluate the resource cost of attacking algorithms, some of which require quantum implementations of the attacked cryptographic building blocks. In this paper we manage to optimize quantum circuits of AES in several aspects. Firstly, based on de Brugière \textit{et al.}'s greedy algorithm, we propose an improved depth-oriented algorithm for synthesizing low-depth CNOT circuits with no ancilla qubits. Our algorithm finds a CNOT circuit of AES MixColumns with depth 10, which breaks a recent record of depth 16. In addition, our algorithm gives low-depth CNOT circuits for many MDS matrices and matrices used in block ciphers studied in related work. Secondly, we present a new structure named compressed pipeline structure to synthesize quantum circuits of AES, which can be used for constructing quantum oracles employed in quantum attacks based on Grover and Simon's algorithms. When the number of ancilla qubits required by the round function and its inverse is not very large, our structure will have a better trade-off of $D$-$W$ cost. We then give detailed quantum circuits of AES-128 under the guidance of our structure and make some comparisons with other circuits. Finally, our encryption circuit and key schedule circuit have their own application scenarios. The Encryption oracle used in Simon's algorithm built with the former will have smaller depth. For example, we can construct an AES-128 Encryption oracle with $T$-depth 33, while the previous best result is 60. A small variant of the latter, along with our method to make an Sbox input-invariant, can avoid the allocation of extra ancilla qubits for storing key words in the shallowed pipeline structure. Based on this, we achieve a quantum circuit of AES-128 with the lowest $TofD$-$W$ cost 130720 to date.
01 March 2024
Jan Buzek, Stefano Tessaro
A $t$-multi-collision-resistant hash function ($t$-MCRH) is a family of shrinking functions for which it is computationally hard to find $t$ distinct inputs mapping to the same output for a function sampled from this family. Several works have shown that $t$-MCRHs are sufficient for many of the applications of collision-resistant hash functions (CRHs), which correspond to the special case of $t = 2$.
An important question is hence whether $t$-MCRHs for $t > 2$ are fundamentally weaker objects than CRHs. As a first step towards resolving this question, Rothblum and Vasudevan (CRYPTO '22) recently gave non-black-box constructions of infinitely-often secure CRHs from $t$-MCRHs for $t \in \{3,4\}$ assuming the MCRH is sufficiently shrinking. Earlier on, Komargodski and Yogev (CRYPTO '18) also showed that $t$-MCRHs for any constant $t$ imply the weaker notion of a distributional CRH.
In this paper, we remove the limitations of prior works, and completely resolve the question of the power of $t$-MCRHs for constant $t$ in the infinitely-often regime, showing that the existence of such a function family always implies the existence of an infinitely-often secure CRH. As in the works mentioned above, our construction is non-blackbox and non-constructive. We further give a new domain extension result for MCRHs that enables us to show that the underlying MCRH need only have arbitrarily small linear shrinkage (mapping $(1 + \epsilon)n$ bits to $n$ bits for any fixed $\epsilon > 0$) to imply the existence of CRHs.
An important question is hence whether $t$-MCRHs for $t > 2$ are fundamentally weaker objects than CRHs. As a first step towards resolving this question, Rothblum and Vasudevan (CRYPTO '22) recently gave non-black-box constructions of infinitely-often secure CRHs from $t$-MCRHs for $t \in \{3,4\}$ assuming the MCRH is sufficiently shrinking. Earlier on, Komargodski and Yogev (CRYPTO '18) also showed that $t$-MCRHs for any constant $t$ imply the weaker notion of a distributional CRH.
In this paper, we remove the limitations of prior works, and completely resolve the question of the power of $t$-MCRHs for constant $t$ in the infinitely-often regime, showing that the existence of such a function family always implies the existence of an infinitely-often secure CRH. As in the works mentioned above, our construction is non-blackbox and non-constructive. We further give a new domain extension result for MCRHs that enables us to show that the underlying MCRH need only have arbitrarily small linear shrinkage (mapping $(1 + \epsilon)n$ bits to $n$ bits for any fixed $\epsilon > 0$) to imply the existence of CRHs.
Elizabeth Crites, Aggelos Kiayias, Amirreza Sarencheh
We introduce a new cryptographic primitive, called Sybil-Resilient Anonymous (SyRA) signature, which enables users to generate, on demand, unlinkable pseudonyms tied to any given context, and issue digital signatures on their behalf. Concretely, given a personhood relation, an issuer (who may be a distributed entity) enables users to prove their personhood and extract an associated long-term key, which can then be used to issue signatures for any given context and message. Sybil-resilient anonymous signatures achieve two key security properties: 1) Sybil resilience: ensures that every user is entitled to at most one pseudonym per context, and 2) anonymity: requires that no information about the user is leaked through their various pseudonyms or the signatures they issue on their pseudonyms’ behalf. We conceptualize SyRA signatures as an ideal functionality in the Universal Composition (UC) setting and realize the functionality via an efficient, pairing-based construction that utilizes two levels of verifiable random functions (VRFs) and which may be of independent interest. A key feature of this approach is the statelessness of the issuer: we achieve the core properties of Sybil resilience and anonymity without requiring the issuer to retain any information about past user interactions. SyRA signatures have various applications in multiparty systems, such as e-voting (e.g., for decentralized governance) and cryptocurrency airdrops, making them an attractive option for deployment in decentralized identity (DID) systems.
Wolfgang Stefani, Fynn Kappelhoff, Martin Gruber, Yu-Neng Wang, Sara Achour, Debdeep Mukhopadhyay, Ulrich Rührmair
This paper belongs to a sequence of manuscripts that discuss generic and easy-to-apply security metrics for Strong Physical Unclonable Functions (PUFs). These metrics cannot and shall not fully replace in-depth machine learning (ML) studies in the security assessment of Strong PUF candidates. But they can complement the latter, serve in initial complexity analyses, and allow simple iterative design optimization. Moreover, they are computationally more efficient and far easier to standardize than typical ML-studies. This manuscript treats one very natural, but also very impactful metric, and investigates the effects that the alteration of single challenge bits has on the associated PUF-responses.
We define several concrete metric scores based on this idea, and demonstrate their predictive power by applying them to various popular Strong PUF design families as test cases. This includes XOR Arbiter PUFs, XOR Bistable Ring PUFs, and Feed-Forward Arbiter PUFs, whose practical security is particularly well known after two decades of intense research. In passing, our manuscript also suggests techniques for representing our metric scores graphically, and for interpreting them in a meaningful manner. Our work demonstrates that if comparable methods had existed earlier, various Strong PUF candidates deemed secure and broken later could have been recognized and winnowed early on.
Sebastian Faust, Loïc Masure, Elena Micheli, Maximilian Orlt, François-Xavier Standaert
Symmetric ciphers operating in (small or mid-size) prime fields have been shown to be promising candidates to maintain security against low-noise (or even noise-free) side-channel leakage.
In order to design prime ciphers that best trade physical security and implementation efficiency, it is essential to understand how side-channel security evolves with the field size (i.e., scaling trends).
Unfortunately, it has also been shown that such a scaling trend depends on the leakage functions and cannot be explained by the standard metrics used to analyze Boolean masking with noise.
In this work, we therefore initiate a formal study of prime field masking for two canonical leakage functions: bit leakages and Hamming weight leakages. By leveraging theoretical results from the leakage-resilient secret sharing literature, we explain formally why (1) bit leakages correspond to a worst-case and do not encourage operating in larger fields, and (2) an opposite conclusion holds for
Hamming weight leakages, where increasing the prime field modulus p can contribute to a security amplification that is exponential in the number of shares,with log(p) seen as security parameter like the noise variance in Boolean masking. We combine these theoretical results with experimental ones
and show that the interest masking in larger prime fields can degrade gracefully when leakage functions slightly deviate from the Hamming weight abstraction, motivating further research towards characterizing (ideally wide) classes of leakage functions offering such guarantees.
Gilad Asharov, Anirudh Chandramouli
We study broadcast protocols in the information-theoretic model under optimal conditions, where the number of corruptions $t$ is at most one-third of the parties, $n$. While worst-case $\Omega(n)$ round broadcast protocols are known to be impossible to achieve, protocols with an expected constant number of rounds have been demonstrated since the seminal work of Feldman and Micali [STOC'88]. Communication complexity for such protocols has gradually improved over the years, reaching $O(nL)$ plus expected $O(n^4\log n)$ for broadcasting a message of size $L$ bits.
This paper presents a perfectly secure broadcast protocol with expected constant rounds and communication complexity of $O(nL)$ plus expected $O(n^3 \log^2n)$ bits. In addition, we consider the problem of parallel broadcast, where $n$ senders, each wish to broadcast a message of size $L$. We show a parallel broadcast protocol with expected constant rounds and communication complexity of $O(n^2L)$ plus expected $O(n^3 \log^2n)$ bits. Moreover, we show a lower bound for parallel broadcast, showing that our protocol is optimal up to logarithmic factors and in expectation.
Our main contribution is a framework for obtaining perfectly secure broadcast with an expected constant number of rounds from a statistically secure verifiable secret sharing. Moreover, we provide a new statistically secure verifiable secret sharing where the broadcast cost per participant is reduced from $O(n \log n)$ bits to only $O({\sf poly} \log n)$ bits. All our protocols are adaptively secure.
This paper presents a perfectly secure broadcast protocol with expected constant rounds and communication complexity of $O(nL)$ plus expected $O(n^3 \log^2n)$ bits. In addition, we consider the problem of parallel broadcast, where $n$ senders, each wish to broadcast a message of size $L$. We show a parallel broadcast protocol with expected constant rounds and communication complexity of $O(n^2L)$ plus expected $O(n^3 \log^2n)$ bits. Moreover, we show a lower bound for parallel broadcast, showing that our protocol is optimal up to logarithmic factors and in expectation.
Our main contribution is a framework for obtaining perfectly secure broadcast with an expected constant number of rounds from a statistically secure verifiable secret sharing. Moreover, we provide a new statistically secure verifiable secret sharing where the broadcast cost per participant is reduced from $O(n \log n)$ bits to only $O({\sf poly} \log n)$ bits. All our protocols are adaptively secure.
Reo Eriguchi, Kaoru Kurosawa, Koji Nuida
Motivated by secure database search, we present secure computation protocols for a function $f$ in the client-servers setting, where a client can obtain $f(x)$ on a private input $x$ by communicating with multiple servers each holding $f$. Specifically, we propose generic compilers from passively secure protocols, which only keep security against servers following the protocols, to actively secure protocols, which guarantee privacy and correctness even against malicious servers. Our compilers are applied to protocols computing any class of functions, and are efficient in that the overheads in communication and computational complexity are only polynomial in the number of servers, independent of the complexity of functions. We then apply our compilers to obtain concrete actively secure protocols for various functions including private information retrieval (PIR), bounded-degree multivariate polynomials and constant-depth circuits. For example, our actively secure PIR protocols achieve exponentially better computational complexity in the number of servers than the currently best-known protocols. Furthermore, our protocols for polynomials and constant-depth circuits reduce the required number of servers compared to the previous actively secure protocols. In particular, our protocol instantiated from the sparse Learning Parity with Noise (LPN) assumption is the first actively secure protocol for multivariate polynomials which has the minimum number of servers, without assuming fully homomorphic encryption.
You Lyu, Shengli Liu, Shuai Han
In this paper, we construct the first password authenticated key exchange (PAKE) scheme from isogenies with Universal Composable (UC) security in the random oracle model (ROM). We also construct the first two PAKE schemes with UC security in the quantum random oracle model (QROM), one is based on the learning with error (LWE) assumption, and the other is based on the group-action decisional Diffie- Hellman (GA-DDH) assumption in the isogeny setting.
To obtain our UC-secure PAKE scheme in ROM, we propose a generic construction of PAKE from basic lossy public key encryption (LPKE) and CCA-secure PKE. We also introduce a new variant of LPKE, named extractable LPKE (eLPKE). By replacing the basic LPKE with eLPKE, our generic construction of PAKE achieves UC security in QROM. The LPKE and eLPKE have instantiations not only from LWE but also from GA-DDH, which admit four specific PAKE schemes with UC security in ROM or QROM, based on LWE or GA-DDH.
Edith Cohen, Xin Lyu, Jelani Nelson, Tamás Sarlós, Uri Stemmer
One of the most basic problems for studying the "price of privacy over time" is the so called private counter problem, introduced by Dwork et al. (2010) and Chan et al. (2010). In this problem, we aim to track the number of events that occur over time, while hiding the existence of every single event. More specifically, in every time step $t\in[T]$ we learn (in an online fashion) that $\Delta_t\geq 0$ new events have occurred, and must respond with an estimate $n_t\approx\sum_{j=1}^t \Delta_j$. The privacy requirement is that all of the outputs together, across all time steps, satisfy event level differential privacy.
The main question here is how our error needs to depend on the total number of time steps $T$ and the total number of events $n$. Dwork et al. (2015) showed an upper bound of $O\left(\log(T)+\log^2(n)\right)$, and Henzinger et al. (2023) showed a lower bound of $\Omega\left(\min\{\log n, \log T\}\right)$. We show a new lower bound of $\Omega\left(\min\{n,\log T\}\right)$, which is tight w.r.t. the dependence on $T$, and is tight in the sparse case where $\log^2 n=O(\log T)$. Our lower bound has the following implications:
(1) We show that our lower bound extends to the online thresholds problem, where the goal is to privately answer many "quantile queries" when these queries are presented one-by-one. This resolves an open question of Bun et al. (2017).
(2) Our lower bound implies, for the first time, a separation between the number of mistakes obtainable by a private online learner and a non-private online learner. This partially resolves a COLT'22 open question published by Sanyal and Ramponi.
(3) Our lower bound also yields the first separation between the standard model of private online learning and a recently proposed relaxed variant of it, called private online prediction.
The main question here is how our error needs to depend on the total number of time steps $T$ and the total number of events $n$. Dwork et al. (2015) showed an upper bound of $O\left(\log(T)+\log^2(n)\right)$, and Henzinger et al. (2023) showed a lower bound of $\Omega\left(\min\{\log n, \log T\}\right)$. We show a new lower bound of $\Omega\left(\min\{n,\log T\}\right)$, which is tight w.r.t. the dependence on $T$, and is tight in the sparse case where $\log^2 n=O(\log T)$. Our lower bound has the following implications:
(1) We show that our lower bound extends to the online thresholds problem, where the goal is to privately answer many "quantile queries" when these queries are presented one-by-one. This resolves an open question of Bun et al. (2017).
(2) Our lower bound implies, for the first time, a separation between the number of mistakes obtainable by a private online learner and a non-private online learner. This partially resolves a COLT'22 open question published by Sanyal and Ramponi.
(3) Our lower bound also yields the first separation between the standard model of private online learning and a recently proposed relaxed variant of it, called private online prediction.