International Association for Cryptologic Research

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05 May 2026

Paul Delhom, Pierre-Alain Fouque, Corentin Jeudy, Olivier Sanders
ePrint Report ePrint Report
Group signatures are one of the central privacy-preserving authentication mechanisms, offering an interesting trade-off between accountability and anonymity. Their versatility has led to many applications and even standardization at ISO/IEC. Unfortunately, they lack so far efficient quantum-safe constructions, despite several works implementing the seminal framework by Bellare, Micciancio and Warinschi (BMW) in the lattice setting. In this work, we propose an alternative lattice-based construction that departs from the BMW blueprint by trying to minimize the number of elements to conceal in zero-knowledge proofs, the latter being quite complex in this setting. Concretely, it relies on delegated lattice bases, while avoiding the complex OR-proofs of some previous attempts in that direction. Combined with some tricks leveraging the peculiarities of a recent lattice sampler, it results in an efficient scheme that yet retains all the BMW security properties while only relying on standard lattice assumptions.
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Thomas Attema, Ronald Cramer, Serge Fehr, Yu-Hsuan Huang, Bor de Kock, Jana Sotáková
ePrint Report ePrint Report
It is obviously necessary that the security of post-quantum cryptographic schemes is based on computational problems that are hard to solve even with a quantum computer (unlike, e.g., factoring). Examples of such computational problems appear in the theory of lattices or in coding theory. However, this is not sufficient: also the security proof, which comes in the form of an algorithmic reduction that turns any hypothetical attacker into an algorithm that solves the considered hard computational problem, needs to be valid when considering quantum computing as the model of computation.

In this work, we provide an overview of the hurdles one typically encounters when proving the security of post-quantum cryptographic schemes, and we elaborate on some of the mathematical techniques that have been developed in order to overcome these hurdles (to some extent). We also discuss the caveat that even when a security proof can be established (by reducing the security to a quantum-hard computational problem), the reduction often suffers from a larger reduction loss, compared to when proving classical security, which negatively affects the concrete security.

In the second part of this work, we offer a survey of the respective reduction losses in (1) generic transformations that are often used in the design of cryptographic schemes (like the Fiat-Shamir and Fujisaki-Okamoto transformations), and (2) some concrete cryptographic schemes (with a focus on those standardized by NIST), when considering classical and when considering post-quantum security.

Finally, we consider the notion of bit security, the standard measure of the concrete security of a cryptographic scheme (or of the hardness of an underlying computational problem). A natural question is how the bit security is affected by the different reduction losses we encountered. Surprisingly, we observe that a better or worse reduction (in terms of the reduction loss) is not always reflected as such in the bit security. We explain this phenomenon by the fact that the bit security is oblivious to the actual advantage–time function, and instead considers a worst-case behavior of that function. Thus, by exploiting the actual advantage–time function there is potential to get more accurate (i.e., less conservative) estimates for the concrete security.
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Dimitrios Schoinianakis, Maryam Sabzevari
ePrint Report ePrint Report
This work establishes cFHE (compressed FHE), a unified analytical and empirical framework that integrates low-rank matrix factorization techniques into the CKKS homomorphic encryption scheme. Theoretical bounds are derived for the accumulation of relative error across sequences of factorized matrices, leading to an explicit expression for the attainable computation depth as a function of target accuracy, norm amplification behavior, and per-layer approximation quality. Extensions to tree-based evaluation structures are also formulated, allowing depth to scale logarithmically with the number of factors. The analytical results are linked to CKKS arithmetic through a precision-balancing model that connects low-rank approximation errors and ciphertext noise. This connection is at the core of cFHE; it enables the automatic selection of CKKS parameters (polynomial modulus degree, modulus chain, and scaling factor) for a desired accuracy, ensuring that low-rank tolerances and cryptographic precision are jointly optimized. Experimental evaluations demonstrate that encrypted low-rank matrix multiplications achieve both significant runtime improvements and reduction of ciphertext sizes over direct or tree-based encrypted multiplications while maintaining the prescribed accuracy. cFHE is agnostic to other CKKS optimizations and can be combined with them for further gains.
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Huayi Qi, Tingchuang Zhang, Zhijun Li, Minghui Xu, Xiuzhen Cheng, Chao Zhang
ePrint Report ePrint Report
A lookup argument is a cryptographic primitive that allows a prover to convince verifiers that every element of a private query vector belongs to a public table vector without disclosing the underlying data. It can enforce correct instruction execution in zero-knowledge virtual machines and serve as an important supplement to zero-knowledge succinct non-interactive arguments of knowledge (zkSNARKs). However, existing lookup argument protocols operate exclusively in the single-prover setting and do not address the requirements of collaborative zkSNARKs, in which multiple parties jointly generate proofs over additively secret-shared data while preserving privacy from both other provers and verifiers.

This work presents MPlookup, the first multi-party lookup argument protocol for collaborative zkSNARKs. MPlookup achieves quasilinear $O(N \log^2 N)$ complexity through four oblivious sorting operations together with a multi-point polynomial evaluation performed entirely over secret shares. We introduce a multi-point evaluation protocol in the distributed oblivious polynomial evaluation setting, constructed via oblivious subproduct tree construction and oblivious polynomial division with private divisors. We prove that the protocol satisfies obliviousness, completeness, soundness, and zero-knowledge. We implement MPlookup as an open-source Rust library, built upon the collaborative zkSNARKs framework and the CompatCircuit arithmetic black box. Our evaluation confirms a performance improvement over an $O(N^2)$ baseline while remaining competitive given the obliviousness requirement.
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03 May 2026

Dongwook Kim, Jihye Kim, Hyunok Oh
ePrint Report ePrint Report
Code-based fair data exchange (FDE) substantially reduces client work by checking only a Fiat--Shamir sample of a redundant Reed--Solomon codeword. The most practical prior construction, VECK\(^{\star}_{\mathrm{EL}}\), still pays a large prover cost because sampled ElGamal consistency is enforced inside the SNARK circuit.

We present a code-based FDE construction that removes these sampled in-circuit ElGamal gadgets. The ciphertext is produced by hash-based masking, sampled consistency with the committed file is certified by KZG commitments, and a small commit-and-prove SNARK checks masking, interpolation, and the key relation \(vk=h^{sk}\). CP-linking is used to bind the hidden opening value \(u_\alpha\) to \(U_\alpha=g_1^{u_\alpha}\).

This change reduces the SNARK constraint count by about \(20\times\) and, in our benchmark instantiation, allows the implementation to use BLS12-381 directly instead of the curve cycle required by VECK\(^{\star}_{\mathrm{EL}}\). For \(2^{20}\) scalar-field elements in that instantiation, our prover time is 3.07 seconds at sample size 512 and 3.8 seconds at sample size 1024, compared with 21.7 and 41 seconds for VECK\(^{\star}_{\mathrm{EL}}\). Verification remains sample-size dependent but file-size independent after the ciphertext transcript is fixed, and takes 10--21 ms in our implementation.
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Truman Welling, Onur Gunlu, Aylin Yener
ePrint Report ePrint Report
Integrated sensing and communication (ISAC) combines sensing and communication within a shared system framework by using the same transmitted signal for both objectives. ISAC can improve the efficiency of spectrum and hardware use but also gives rise to new security challenges, as users associated with one function may need to be prevented from inferring information related to the other. This paper surveys information-theoretic approaches to secure ISAC with emphasis on formulations, performance metrics, and fundamental limits. We first review the information-theoretic ISAC models that underlie secure formulations. We then organize the secure ISAC literature according to the protected functionality and the adversary model, covering secure communication, sensing security, and active-adversary settings such as jamming. We also discuss formulations in which communication security and sensing security interact more directly, as well as their connections to privacy and covert communication. Throughout, we highlight the main modeling assumptions and the insights they provide on the tradeoffs among communication reliability, sensing performance, and security.
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Brendan Funk, Tianyou Bao, Loïc Bidoux, Jiafeng Xie
ePrint Report ePrint Report
The rapid progress in quantum computing has sparked a new wave of cryptosystem innovation, namely, the development of cryptographic schemes that are resistant to quantum attacks, known as Post-Quantum Cryptography (PQC). Notably, the National Institute of Standards and Technology (NIST) has already initiated the PQC standardization process with several algorithms selected. Meanwhile, an additional round of digital signature scheme competition is on-going. Following the standardization efforts, many investigations in the field have gradually switched to the implementation side (especially on the hardware platform aspect). This paper follows this trend by delivering an efficient Hardware Accelerator for Key Generation of the digital signature scheme PERK (HAKE), which is one of the promising candidates in the NIST additional round of digital signature scheme standardization. Apart from that, we have followed the PERK's recent update to design two versions of Key Generation accelerators, one based on the previous PERK specification and another based on the newly released specification. Overall, we have conducted three major efforts to obtain the proposed accelerators. (i) We have broken down the Key Generation process of PERK into three distinct components through detailed algorithmic analysis, and meanwhile, we have proposed innovative methodologies to reduce these components' hardware design complexities. (ii) We have developed dedicated hardware microarchitectures for these components to construct the Key Generation accelerator (HAKE). (iii) We have conducted detailed implementation and comparison to showcase the efficiency of the proposed accelerator. For instance, it is shown that the proposed accelerator (following the previous PERK specification) is found to be 14.3$\times$ faster than the software implemented one and less area-time complexities than other recent NIST-selected SPHINCS$^+$ hardware accelerations. Overall, our design is highly efficient and configurable, and it is the first hardware accelerator for Key Generation of PERK, to the best of our knowledge. This research will be beneficial for the ongoing NIST PQC standardization and hardware acceleration for related schemes, and attract many follow up works in the field.
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Dimitrios Schoinianakis
ePrint Report ePrint Report
A practical acceleration framework for CKKS homomorphic encryption is proposed, in which multiplication-heavy sub-circuits are evaluated by adding encrypted log-magnitudes rather than multiplying ciphertexts. This logarithmic-number-system (LNS) representation consumes no multiplicative levels; a lightweight interactive refresh operation re-enters the linear CKKS domain whenever additive accumulation is required, avoiding bootstrapping entirely. Three execution strategies---an automatic planner, a client-side accumulation variant, and a server-side re-encryption variant---are mechanized in an OpenFHE-based runtime under 128-bit classical security and evaluated on a deep multiplication chain and an attention-like pipeline across three network environments. On the attention pipeline, the linear baseline requires a ring degree of 65,536 and about 2.9 GB of public-context material, whereas LNS operates at a ring degree of 8,192 with about 50 MB---a 58x context reduction yielding 22-36x end-to-end speedup and up to 46x payload reduction. On the multiplication chain the gap widens with depth, from about 10x speedup and 26x payload reduction at L=8 matrices, to 35x and 98x at L=20, because LNS context requirements are decoupled from multiplicative depth while the linear baseline must escalate its ring degree to maintain accuracy and security.
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Dragan Lambić
ePrint Report ePrint Report
In this paper a novel key refresh architecture using multiple independent third-party refreshers, to eliminate the centralized trust required by single-dealer approaches, is presented. Each refresher independently maintains and refreshes a split of its share, distributing fragments to signing parties asynchronously without coordination. This eliminates the need for coordinated interaction required by committee-based refresh protocols, avoiding substantial communication overhead and synchronization complexity. The architectural separation, where signing parties never participate in refresh and refreshing parties never participate in signing, enables efficient proactive security without disrupting operational availability. The proposed design does not require all refreshers to participate in each refresh operation. Unavailable refreshers are not excluded from the protocol, only malicious ones that deviate from protocol rules. This provides graceful degradation: the system maintains confidentiality even when all refreshers are compromised (requiring only one honest signing party) and achieves proactive security with minimal participation (requiring only one honest refresher between compromise events). This approach extends the period between costly on-chain key rotations by maintaining security through continuous off-chain refresh. Key rotation should be carried out when very few honest refreshers remain. Security under various adversarial scenarios is proven, including malicious refreshers, cross-epoch compromises, and denial-of-service attacks, demonstrating $O(k)$ communication per refresh for k participating refreshers versus $O(n^2)$ for committee-based protocols. The proposed approach is particularly suited for high-availability systems requiring frequent or continuous key refresh, including cryptocurrency wallets and distributed key management.
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Martin Grenouilloux, Chunlei Li, Pierrick Méaux
ePrint Report ePrint Report
The recent development of Fully Homomorphic Encryption (FHE) witnessed the emergence of a new generation of tailored cryptographic primitives designed to meet its specific criteria. Among promising candidates for FHE constructions stands out the FLIP cipher, which employs Boolean functions that are evaluated only on specific subsets of $\mathbb{F}_2^n$. In this article, we study Weightwise Almost Perfectly Balanced (WAPB) functions, which are almost balanced on each of these subsets. While WAPB functions have been of great interest for new constructions recently, some aspects, such as resilience remain poorly understood. As such, we take a first step at characterizing the resilience of WAPB functions, through their properties as correctors. We highlight its close connection with the restricted Walsh transform and uncover an algebraic relation between Krawtchouk matrices and Vandermonde matrices, which reduces the problem of determining the corrector order of a WAPB function to a particular instance of the Prouhet-Tarry-Escott problem. This reduction helps us show that for infinitely many integers $n$, WAPB functions in $n$ variables have corrector order tightly upper bounded by the Hamming weight of $n$ minus one. We conjecture that this observation holds for any positive integer $n$, which is verified for $n$ up to $62$.
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Tianyou Bao, Joshua Ennis, Kirill Morozov, Jiafeng Xie
ePrint Report ePrint Report
The emergence of quantum computing poses significant threats to conventional cryptographic systems, necessitating the efficient hardware acceleration of Post-Quantum Cryptography (PQC), especially on the Field-Programmable Gate Array (FPGA) platforms. SPHINCS$^+$, recently standardized by NIST (National Institute of Standards and Technology) as SLH-DSA (Stateless Hash-Based Digital Signature Algorithm), represents the only hash-based digital signature scheme. Its practical deployment, however, is restricted by computationally intense operations, particularly in the eXtended Merkle Signature Scheme (XMSS) tree, where WOTS+ (Winternitz One-Time Signature Plus) public key generation consumes the majority of signature generation cycles. With this background, this paper presents Trident, an innovative FPGA-based hardware accelerator that addresses critical performance and resource challenges in XMSS of SLH-DSA. First, we propose a triangle hash unit architecture that enables parallel execution of up to three hash operations simultaneously, directly addressing the computational bottleneck in XMSS tree construction and WOTS+ chain operations. Second, we develop an optimized memory caching scheme that reduces on-chip memory requirements via intermediate value management. Third, we implement the Trident on FPGAs and comprehensively evaluate it across all parameter sets at multiple security levels, i.e., up to 8.6$\times$ improvement in signature generation and up to 5.4$\times$ speed-up in verification operations. Extended Hypertree evaluation shows a 34.6$\times$ area-delay product (ADP) improvement on UltraScale+ FPGA for SLH-DSA-128s. This Trident represents a significant advancement toward practical SLH-DSA deployment in FPGA environments.
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Xiaoyang Wei, Shuai Han, Shengli Liu
ePrint Report ePrint Report
Aggregate signatures allow a set of signers to compress individual signatures on distinct messages into a short signature, offering significant savings in storage and verification time. However, existing aggregate signatures neither support key aggregation nor achieve strong privacy guarantees for signers. In a very recent work, Nick, Ruffing and Seurin (EUROCRYPT’26) proposed DahLIAS, a pairing-free aggregate signature scheme with constant size signatures. Unfortunately, DahLIAS fails to provide aggregated verification and privacy properties. As a side contribution, they also constructed a generic transformation from multi-signatures to aggregate-signatures. However, the transformed schemes cannot satisfy unrestrictedness and privacy.

In this paper, we formally introduce the notion of aggregate signatures with verifiable key aggregation (ASvKA), along with new unforgeability and privacy definitions. We then present a generic transformation that turns any multi-signature (MS) scheme into aggregate signature scheme with verifiable key aggregation and privacy properties, which also lifts weaker unforgeability of the underlying MS to stronger unforgeability of ASvKA. Finally, we instantiate our transformation with two concrete multi-signature schemes. For pairing-free schemes, we propose PP-SpeedyASvKA, a two-round privacy-preserving aggregate signature derived from the multi-signature SpeedyMuSig, achieving the strongest unforgeability and privacy while preserving the efficiency. For pairing-based schemes, we construct PP-BAS-0 and PP-BAS-1 from a BLS multi-signature, offering different trade-offs between unforgeability and privacy.
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Alexander Dalton, Markus Schofnegger, Daniel Page
ePrint Report ePrint Report
Fault injection attack targetting schemes with Zero-Knowledge (ZK ) properties have been relatively absent in the wider literature. One of the few examples has recently shown a ZK signature scheme to be vulnerable to fault injection attacks. In this paper we detail candidate fault injection attacks against Zero-Knowledge Scalable Transparent Argument of Knowledge (zkSTARK) provers, designed to violate the construction’s zero knowledge capabilities. zkSTARK proving systems are complex, with a huge amount of diversity in implementation specifics. We match the variety within the STARK implementation ecosystem, proposing a variety of ffault injection attacks against different algorithmic primitives. To the best of our knowledge this marks the first exploration of the fault injection surface of zkSTARKs, and of the wider class of general purpose ZK proving systems.
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Muhammad Ibrahim, Vishnu Ajith, Muhammed Sihan Haroon
ePrint Report ePrint Report
The transition to post-quantum cryptography (PQC) is essential to safeguard networked systems against future quantum-enabled adversaries. While recent standardisation efforts have introduced PQC algorithms such as ML-KEM into protocols like TLS 1.3, verifying their correct deployment in realworld systems remains a challenge. Existing approaches rely on configuration-level inspection or high-level cryptographic libraries, which do not reflect actual runtime behaviour. This paper presents a novel methodology for detecting postquantum and hybrid TLS key exchange mechanisms through direct inspection of raw TLS handshake records. By parsing ServerHello messages at the byte level and extracting keyshare group identifiers from the key share extension, the proposed approach enables accurate classification of endpoints into CLASSICAL_ONLY, PQC_ONLY, and HYBRID_CONFIRMED states. We implement the methodology within a prototype compliance system and evaluate it across 38 production endpoints and a controlled three-node cloud testbed spanning two validation phases. Phase 1 reveals that all three testbed nodes — including a PQC-capable application server — are correctly classified as CLASSICAL_ONLY, exposing an application-layer versus transport-layer mismatch invisible to configuration auditing. Phase 2, following an OQS-capable TLS frontend upgrade, produces a confirmed HYBRID_CONFIRMED result with group 0x11EC (X25519MLKEM768) on the same physical server, achieving 100% target accuracy across all three nodes. We further document a critical false positive failure mode in naive string-matching approaches and validate correct four-state classification under known ground-truth conditions. Unlike prior work, this approach provides verifiable, evidence-based assessment of cryptographic posture, enabling reliable auditing of PQC readiness.
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01 May 2026

Katharina Boudgoust, Mark Simkin
ePrint Report ePrint Report
We study the local leakage resilience of $t$-out-of-$n$ threshold secret sharing schemes. We present a remarkably simple, perfectly correct attack that fully breaks any scheme with linear reconstruction over a finite field using $\lg t + \mathcal{O}(1)$ bits of leakage per share. In particular, this yields concretely efficient attacks on additive secret sharing and on Shamir’s scheme for arbitrarily large thresholds over arbitrarily large finite fields. Our key technical idea is an approximately linear scale-and-round function that maps shares from an arbitrarily large field into a much smaller ring, while preserving the distance of well-separated secrets. Our results provides two surprising insights: Bigger finite fields do not necessarily improve leakage resilience and increasing the reconstruction threshold in Shamir’s scheme does not help too much either.
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Bence Soóki-Tóth, Botond Glasz, Alireza Kavousi, István András Seres
ePrint Report ePrint Report
A universal, dynamic accumulator is a verifiable data structure that compresses a set of elements (e.g., unspent coins, issued public key certificates, etc.) into a succinct digest while supporting addition and deletion of elements alongside efficient proving of (non-)membership in that set. In many applications, valid (non-)membership proofs are a prerequisite to access a service (e.g., send a private payment transaction, establish a TLS connection, etc.). Typically, newly added or deleted elements necessitate updating all existing (non-)membership proofs per update. Thus, intermittently connected clients will possess invalid (non-)membership proofs whenever they reconnect. In this work, we design, implement, and evaluate algorithms for the RSA and bilinear accumulators that allow a resource-constrained client to privately delegate the updates of its (non-)membership proofs to an untrusted server. We define and prove security in a game-based framework under standard assumptions. We also study proof delegation in the batch setting. The online client algorithms are constant-time, i.e., independent of the updated set size $k$ compared to prior $\mathcal{O}(k),\mathcal{O}(\sqrt{k})$ works. The private delegation algorithms for membership proofs incur small concrete computational overhead for the server compared to the non-private membership proof creation algorithms, e.g., $6.99\%$ overhead when $2^{10}$ elements were added in the offline phase to the RSA accumulator.
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Hanqing Huang, Chenke Wang, Yu Long, Xian Xu, Dawu Gu
ePrint Report ePrint Report
In this paper, we present LockMeld, the first solution for enabling private cross-chain transfers when both underlying chains rely on homomorphic commitments to safeguard transaction amounts. LockMeld tackles the core challenges of ensuring unlinkability without sacrificing availability and accommodating arbitrary transaction amounts. Central to our solution is a batching technique that selectively discloses transaction details to the cross-chain intermediary, preventing any actor from directly correlating a sender’s escrow on one chain with the corresponding redemption on the other. Moreover, LockMeld combines additive homomorphic public-key encryption with randomizable signatures over randomizable commitments, ensuring robust on-chain confidentiality while still enabling necessary account management for future transactions. We provide not only a rigorous game-based security analysis but also demonstrate the protocol’s resilience against both malicious participants and external adversaries. We also implement and evaluate LockMeld's performance. This empirical validation reveals that LockMeld’s privacy guarantees can be achieved in practice without incurring excessive overhead, making it an attractive option for privacy-conscious cross-chain interoperability.
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Théophile Wallez
ePrint Report ePrint Report
Cryptographic protocols are the cornerstone of Internet security, and any flaw in their design would have drastic effects. We can formally prove the absence of such flaws using a variety of automated or semi-automated tools. However, some features of real-world protocols are notoriously hard to analyze using these tools, including unbounded loops, unbounded data structures, and unbounded and dynamic number of protocol participants. The DY* protocol verification framework recently emerged as a tool designed to address these challenges, and it was successfully used to analyze protocols such as Signal, ACME and TreeSync.

However, we note that DY* suffers from two deep limitations: first, security proofs of protocol subcomponents cannot be composed, which hinders the analysis of large protocols; second, the security proofs depend on a simple language to describe compromises, which overly restricts the set of compromise scenarios DY* can reason about.

In this paper, we present a major overhaul of DY* that addresses these limitations. We enable composing security proofs in DY* by developing a framework to define trace invariants modularly, and we improve the precision of compromise scenarios that DY* can prove by fully generalizing the notion of security labels. These improvements are essential to enable the analysis of large protocols. In particular, our new version of DY* was already used by and crucial to the security proofs of the TreeKEM protocol (IEEE S&P 2025).
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Mriganka Dey, Sampa Dey, Sampurna Pal, Subhabrata Samajder, Rana Barua
ePrint Report ePrint Report
The arithmetic crosscorrelation of pseudorandom sequences is a fundamental measure of their suitability for applications in cryptography and communications. While prior works have studied this quantity for binary sequences, the non-binary setting has remained largely open. In this paper, we initiate a systematic study of arithmetic crosscorrelation for non-binary pseudorandom sequences constructed from higher-order multiplicative characters over finite fields. For two quartic sequences of co-prime periods $P$ and $Q$ defined via polynomials of degree $d$, we establish that $$\left|C^{A}_{\mathcal{S},\mathcal{T}}(\tau)\right| \ \ll \ dP^{1/2}Q(\log P)^{2},$$ for all shifts $\tau$, using character orthogonality, joint pattern distribution and the Weil bound. An analogous bound is also derived for cubic character sequences. To the best of our knowledge, these are the first nontrivial upper bounds on the arithmetic crosscorrelation of non-binary pseudorandom sequences, generalizing prior works of Chen et al. (IEEE IT, 2022) and Yan and Ke (eprint archive, 2026).
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Sunghyeon Jo, Vladimir Kolesnikov, Yibin Yang
ePrint Report ePrint Report
Zero-knowledge execution of high-level programs proceeds by repeatedly evaluating CPU steps. Each such step privately selects and evaluates an instruction (possibly involving memory access) from a rich instruction set. Building on this paradigm, ZEE (Heath et al., S&P'21) realized a full toolchain supporting arbitrary $\texttt{ANSI C}$ programs, demonstrating this capability by proving SIR- and CVE-reported bugs in off-the-shelf Linux programs $\texttt{sed}$ and $\texttt{gzip}$.

We revamp the state of the art by building a new constant-round ZK system ZEE200, which is about $20\text{-}40\times$ faster than ZEE. ZEE200 is built on a novel and convenient cryptographic framework for efficiently proving general statements represented as real-world programs. Our framework integrates several crucial recent advances, such as Tight ZK CPU (Yang et al., CCS'24) and fast ZK RAM (Yang and Heath, USENIX Security'24). We develop better encodings for $\mathbb{Z}_{2^{32}}$ arithmetic, and numerous low-level optimizations.

Compared to ZEE's $\approx 10$ KHz CPU speed on a limited ISA, ZEE200 runs at $\approx 200$ KHz (still on a commodity laptop and a LAN!), while supporting a much richer ISA. For example, we rerun a ZEE's benchmark, proving a SIR-reported vulnerability in off-the-shelf Linux utility $\texttt{sed}$. On a 2021 ThinkPad X1 Carbon Gen 9 under a simulated $1$Gbps LAN (single-threaded), ZEE200 completed the proof in $1.5$ seconds, compared to ZEE's $30.1$ seconds, a $20\times$ improvement.
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