International Association for Cryptologic Research

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for Cryptologic Research

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22 December 2025

Fatemeh Ghasemi, Swastik Kopparty
ePrint Report ePrint Report
In this paper we study a basic and natural question about Fourier analysis of Boolean functions, which has applications to the study of Matching Vector based Private Information Retrieval (PIR) schemes.

For integers $m,r$, define a delta function on $\{0,1\}^r \subseteq \mathbb{Z}_m^r$ to be a function $f: \mathbb{Z}_m^r \to \mathbb C$ if $f(0) = 1$ and $f(x) = 0$ for all nonzero Boolean $x$. The basic question that we study is how small can the Fourier sparsity of a delta function be; namely, how sparse can such an $f$ be in the Fourier basis?

In addition to being intrinsically interesting and natural, such questions arise naturally while studying "$S$-decoding polynomials" for the known matching vector families. Finding $S$-decoding polynomials of reduced sparsity -- which corresponds to finding delta functions with low Fourier sparsity -- would improve the current best PIR schemes.

We show nontrivial upper and lower bounds on the Fourier sparsity of delta functions. Our proofs are elementary and clean. These results imply limitations on improvements to the Matching Vector PIR schemes simply by finding better $S$-decoding polynomials. In particular, there are no $S$-decoding polynomials which can make Matching Vector PIRs based on the known matching vector families achieve polylogarithmic communication for constantly many servers.

Many interesting questions remain open.
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Jean-Paul Bultel, Marina Checri, Caroline Fontaine, Marc Renard, Renaud Sirdey, Oana Stan
ePrint Report ePrint Report
Fully Homomorphic Encryption (FHE) aims at ensuring privacy of sensitive data while taking advantage of external computations and services. However, using FHE in real-world scenarios reveals new kinds of security issues. In particular, following Li&Micciancio Eurocrypt'21 seminal paper, CPAD security has emerged as a fundamental notion for FHE, unveiling a subtle interplay between security and correctness. For correct (F)HE schemes, CPA security already implies CPAD. However, all known practical FHE schemes are (R)LWE-based and, as such, are prone to decryption errors; and even if it is possible to ensure statistical correctness by selecting appropriate parameters, achieving this while maintaining malleability --- the mainspring of FHE --- still remains challenging. Moreover, practical CPAD attacks have recently been designed against most known FHE schemes. We propose in this paper a complete, simple and rigorous framework to reach CPAD security for one of them, BFV. Our approach relies on a combination of alternate average-case/worst-case noise variance monitoring --- based on dependencies tracking during the homomorphic calculations --- and on smudging. It comes with an automated parameters setting methodology, which connects it to the recently proposed Application-Aware HE paradigm while relieving libraries end-users from the burden of enforcing the paradigm's constraints by hand.
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Kyrian Maat, Gareth T. Davies, Zoltán Ádám Mann, Joppe W. Bos, Francesco Regazzoni
ePrint Report ePrint Report
We introduce a simple yet novel framework for privacy-preserving machine learning inference that allows a client to query multiple models without a trusted third party aggregator by leveraging homomorphically encrypted model evaluation and multi-party computation. This setting allows for dispersed training of models such that a client can query each separately, and aggregate the results of this `ensemble inference'; this avoids the data leakage inherent to techniques that train collectively such as federated learning. Our framework, which we call MIOPE, allows the data providers to keep the training phase local to provide tighter control over these models, and additionally provides the benefit of easily retraining to improve inference of the ensemble. MIOPE uses homomorphic encryption to keep the querying client's data private and multi-party computation to hide the individual model outputs. We illustrate the design and trade-offs of input- and output-hiding ensemble inference as provided by MIOPE and compare performance to a centralized approach.We evaluate our approach with a standard dataset and various regression models and observe that the MIOPE framework can lead to accuracy scores that are only marginally lower than centralized learning. The modular design of our approach allows the system to adapt to new data, better models, or security requirements of the involved parties.
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Felix Röhr, Nicolas Huber, Ralf Küsters
ePrint Report ePrint Report
Homomorphic tallying in secure e-voting protocols enables privacy-preserving vote aggregation. For this approach, zero-knowledge proofs (ZKPs) for ensuring the validity of encrypted ballots are an essential component.

While it has been common to construct tailored ZKPs for every kind of ballot and voting method at hand, recently Huber et al. demonstrated that also general-purpose ZKPs (GPZKPs), such as Groth16 zkSNARKs, are suited for checking ballot validity. Unlike tailored solutions, GPZKPs provide a unified, generic, and flexible framework for this task. In this work, we improve on the initial GPZKPs for ballot validity proposed by Huber et al. Specifically, we present several circuit-level optimizations that significantly reduce proving costs for exponential ElGamal-encrypted ballots. We provide an independent, ready-to-use Circom implementation along with concrete benchmarks, demonstrating substantial improvements in performance and practical usability over prior implementations.
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Kabir Peshawaria, Zeyu Liu, Ben Fisch, Eran Tromer
ePrint Report ePrint Report
In outsourcing computation to untrusted servers, one can cryptographically ensure privacy using Fully Homomorphic Encryption (FHE) or ensure integrity using Verifiable Computation (VC) such as SNARK proofs. While each is practical for some applications in isolation, efficiently composing FHE and VC into Verifiable Computing on Encrypted Data (VCoED) remains an open problem.

We introduce Laminate, the first practical method for adding integrity to BGV-style FHE, thereby achieving VCoED. Our approach combines the blind interactive proof framework with a tailored variant of the GKR proof system that avoids committing to intermediate computation states. We further introduce variants employing transcript packing and folding techniques. The resulting encrypted proofs are concretely succinct: 270kB, compared to 1TB in prior work, to evaluate a batch of $B=2^{14}$ instances of size $n=2^{20}$ and depth $d=32$. Asymptotically, the proof size and verifier work is $O(d \log (Bn))$, compared to $\Omega(BN\log n)$ in prior work (for ring dimension $N$).

Unlike prior schemes, Laminate utilizes the full SIMD capabilities of FHE for both the payload circuit evaluation and proof generation; adds only constant multiplicative depth on top of payload evaluation while performing $\tilde{O}(n)$ FHE operations; eliminates the need for witness reduction; and is field-agnostic. The resulting cost of adding integrity to FHE, compared to assuming honest evaluation, is ${\sim}12\times$ to ${\sim}36\times$ overhead (for deep multiplication-heavy circuits of size $2^{20}$), which is $>500\times$ faster than the state-of-the-art.
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Shihe Ma, Tairong Huang, Anyu Wang, Changtong Xu, Tao Wei, Xiaoyun Wang
ePrint Report ePrint Report
Currently, most FHE schemes realize bootstrapping through the linear-decrypt-then-round paradigm. For the programmable bootstrapping (PBS) of TFHE, this means the lookup table (LUT) needs a redundancy of $O(\sqrt{N})$ to be able to remove the modulus switching noise, which limits the plaintext modulus of PBS to $O(\sqrt{N})$. We remove this requirement for redundancy by proposing the Meta-PBS framework, which allows us to start with under-redundant or non-redundant LUTs. Meta-PBS iteratively blind-rotates the LUT, during which the LUT redundancy gradually increases. The bootstrapping outputs the correct result when the redundancy eventually exceeds the noise bound. Asymptotically, Meta-PBS requires $O(1)$ blind rotations in dimension $N$ to evaluate a negacyclic function modulo $2N$, whereas PBS needs $O(\sqrt{N})$ blind rotations. Meta-PBS also enjoys an additive noise growth, allowing for more homomorphic arithmetic on bootstrapped ciphertext. We modified Meta-PBS to support the simultaneous evaluation of multiple LUTs on the same ciphertext and/or arbitrary LUTs. According to our implementation, when evaluating a 12-bit negacyclic function, Meta-PBS outperforms EBS (PKC'23) by 79 times. When evaluating an arbitrary function on an 8-bit LWE ciphertext, Meta-PBS reduces the running time of the Refined LHE (CCS'25) by half while allowing for a 27 times larger post-bootstrap linear combination.
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Tianrui Wang, Anyu Wang, Tianshuo Cong, Delong Ran, Jinyuan Liu, Xiaoyun Wang
ePrint Report ePrint Report
Pseudorandom error-correcting codes (PRC) is a novel cryptographic primitive proposed at CRYPTO 2024. Due to the dual capability of pseudorandomness and error correction, PRC has been recognized as a promising foundational component for watermarking AI-generated content. However, the security of PRC has not been thoroughly analyzed, especially with concrete parameters or even in the face of cryptographic attacks. To fill this gap, we present the first cryptanalysis of PRC. We first propose three attacks to challenge the undetectability and robustness assumptions of PRC. Among them, two attacks aim to distinguish PRC-based codewords from plain vectors, and one attack aims to compromise the decoding process of PRC. Our attacks successfully undermine the claimed security guarantees across all parameter configurations. Notably, our attack can detect the presence of a watermark with overwhelming probability at a cost of $2^{22}$ operations. We also validate our approach by attacking real-world large generative models such as DeepSeek and Stable Diffusion. To mitigate our attacks, we further propose three defenses to enhance the security of PRC, including parameter suggestions, implementation suggestions, and constructing a revised key generation algorithm. Our proposed revised key generation function effectively prevents the occurrence of weak keys. However, we highlight that the current PRC-based watermarking scheme still cannot achieve a 128-bit security under our parameter suggestions due to the inherent configurations of large generative models, such as the maximum output length of large language models.
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Jesko Dujmovic, Angelos Pelecanos, Stefano Tessaro
ePrint Report ePrint Report
Over the past two decades, several works have used (almost) $k$-wise independence as a proxy for pseudorandomness in block ciphers, since it guarantees resistance against broad classes of statistical attacks. For example, even the case $k = 2$ already implies security against differential and linear cryptanalysis.

Hoory, Magen, Myers, and Rackoff (ICALP ’04; TCS ’05) formulated an appealing conjecture: if the sequential composition of $T$ independent local randomized permutations is (close to) four-wise independent, then it should also be a pseudorandom permutation. Here, "local" means that each output bit depends on only a constant number of input bits. This conjecture offers a potential strong justification for analyses of block ciphers that establish (almost) $k$-wise independence of this type of constructions.

In this work, we disprove the conjecture in full generality by presenting an explicit local randomized permutation whose sequential composition is four-wise independent, but not a pseudorandom permutation. Our counterexample in fact extends to $k$-wise independence for any constant $k$.
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Jiacheng Gao, Moyang Xie, Yuan Zhang, Sheng Zhong
ePrint Report ePrint Report
In most secure multiparty computation (MPC) scenarios, the data to be processed are much smaller than the underlying field size. The field is typically chosen to be large enough to guarantee security, e.g., a 128-bit prime field for 128-bit security, while the data can be as small as several bits, e.g. $4$ bits for a $16$-category classification task. This size gap can result in significant waste of communication and computation in existing MPC protocols, which often treat data of different ranges indiscriminately.

We introduce UFO$_\mathrm{s}$, an ultra-fast toolkit for multiparty computation (MPC) on small elements. UFO$_\mathrm{s}$ provides highly optimized protocols for three fundamental tasks: one-hot encoding, comparison and digit decomposition. While these protocols are designed specifically for small elements, as a demonstration of their power, we construct a radix sort protocol that sorts large field elements. Our experiments show significant performance improvements over state-of-the-art MPC implementations. In particular, our sorting protocol achieves up to a $58\times$ speedup in the online phase when sorting $2^{16}$ elements among $5$ parties.
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Céline Chevalier, Paul Hermouet, Quoc-Huy Vu
ePrint Report ePrint Report
The emergence of quantum computing has provided new paradigms for cryptography. On the one hand, it poses significant new threats to existing classically cryptographic systems, requiring the community to define new security models that capture what a quantum adversary can do. On the other hand, it gives us new tools to design cryptographic protocols, with weaker assumptions than in the classical world, or even protocols that are impossible classically.

In this survey, we first give an overview of new security definitions for classical cryptography, considering quantum adversaries who can either only use local quantum computation (post-quantum security), or even send quantum messages and in particular have access to oracle in superposition (quantum security). We explore these new notions through the examples of commitments, zero-knowledge proofs, encryption, and signatures. Then, we present what is arguably the most famous application of quantum cryptography: quantum key distribution (QKD) protocols that take advantage of unique properties of quantum mechanics to provide secure communication unconditionally. We also explore cryptography beyond QKD, focusing on unclonable cryptography: a family of cryptographic functionalities, built with quantum states, and designed to be resistant to counterfeit by leveraging the “no-cloning” theorem. We examine in particular quantum money, but also the recent notions of unclonable encryption and copy-protection, including related variants.

By presenting a comprehensive survey of these topics, this paper aims to provide a thorough understanding of the current landscape and future potential of quantum cryptography.
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Marco Baldi, Rahmi El Mechri, Paolo Santini, Riccardo Schiavoni
ePrint Report ePrint Report
The \textit{hull} of a linear code is the intersection between the code and its dual. When the hull is equal to the code (i.e., the code is contained in the dual), the code is called \textit{self-orthogonal} (or \textit{weakly self-dual}); if, moreover, the code is equal to its dual, then we speak of a \textit{self-dual} code. For problems such as the Permutation Equivalence Problem (PEP) and (special instances of) the Lattice Isomorphism Problem (LIP) over $q$-ary lattices, codes with a sufficiently large hull provide hard-to-solve instances. In this paper we describe a technique to compress the representation of a self-orthogonal code. Namely, we propose an efficient compression (and decompression) technique that allows representing the generator matrix of a self-orthogonal code with slightly more than $k(n-k)-\binom{k+1}{2}$ finite field elements. The rationale consists in exploiting the relationships deriving from self-orthogonality to reconstruct part of the generator matrix entries from the others, thus reducing the amount of entries one needs to uniquely represent the code. For instance, for self-dual codes, this almost halves the amount of finite field elements required to represent the code.

We first present a basic version of our algorithm and show that it runs in polynomial time and, moreover, its communication cost asymptotically approaches the lower bound set by Shannon's source coding theorem. Then, we provide an improved version which reduces both the size of the representation and the time complexity, essentially making the representation technique as costly as Gaussian elimination.

%Under plausible heuristic assumptions (which we have verified via intensive numerical simulations), we furthermore show that our encoding technique is asymptotically optimal (in the sense that the amount of required information bits matches with the theoretical lower bound from Shannon's theorem).

As concrete applications, we show that our technique can be used to reduce the public key size in cryptosystems based on PEP such as LESS and SPECK (achieving approximately a 50% reduction in the public key size), as well as in the Updatable Public Key Encryption Scheme recently proposed by Albrecht, Benčina and Lai, which is based on LIP.
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Johannes Blömer, Henrik Bröcher, Volker Krummel, Laurens Porzenheim
ePrint Report ePrint Report
Stateful signatures like the NIST standardized signature schemes LMS and XMSS provide an efficient and mature realization of post-quantum secure signature schemes. They are recommended for long-term use cases like e.g. firmware signing. However, stateful signature schemes require to properly manage a so-called state. In stateful signature schemes like LMS and XMSS, signing keys consist of a set of keys of a one-time signature scheme and it has to be guaranteed that each one-time key is used only once. This is done by updating a state in each signature computation, basically recording which one-time keys have already been used. While this is straightforward in centralized systems, in distributed systems like secure enclaves consisting of e.g. multiple hardware security modules (HSMs) with limited communication keeping a distributed state that at any point in time is consistent among all parties involved presents a challenge. This challenge is not addressed by the current standardization processes. In this paper we present a security model for the distributed key management of post-quantum secure stateful signatures like XMSS and LMS. We also present a simple, efficient, and easy to implement protocol proven secure in this security model, i.e. the protocol guarantees at any point in time a consistent state among the parties in a distributed system, like a distributed security enclave. The security model is defined in the universal composabilty (UC) framework by Ran Canetti by providing an ideal functionality for the distributed key management for stateful signatures. Hence our protocol remains secure even if arbitrarily composed with other instances of the same or other protocols, a necessity for the security of distributed key management protocols. Our main application are security enclaves consisting of HSMs, but the model and the protocol can easily be adapted to other scenarios of distributed key management of stateful signature schemes.
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Ramin Rezvani Gilkolaei, Reza Ebrahimi
ePrint Report ePrint Report
This paper presents a hardware-conscious analysis of the quantum acceleration of the classical 3-round Keccak-256 preimage attack using Grover’s Algorithm. While the theo- retical quantum speed-up from T cl ≈ 2 ^57.8 (classical) to T qu ≈ 2 ^28.9 (quantum) is mathe- matically sound, the practical implementation overhead is so extreme that attacks remain wholly infeasible in both resource and runtime dimensions. Using Qiskit-based circuit synthesis, we derive that a 3-round Keccak quantum oracle requires: • 9,600 Toffoli gates (with uncomputation for reversibility) • 3,200 logical qubits (1,600 state + 1,600 auxiliary) • 7.47 × 10 13 total 2-qubit gates (full Grover search) • 3.2 million physical qubits (with quantum error correction) — PROHIBITIVE • 0.12 years (43 days) to 2,365+ years execution time, depending on machine assumptions These barriers—particularly the physical qubit requirements, circuit depth, and error accumulation—render the quantum attack infeasible for any foreseeable quantum computer. Consequently, SHA-3 security is not threatened by quantum computers for preimage attacks. We emphasize the critical importance of hardware-aware complexity analysis in quantum cryptanalysis: the elegant asymptotic theory of Grover’s Algorithm hides an engineering overhead so prohibitive that the quantum approach becomes infeasible from both resource and implementation perspectives.
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21 December 2025

Election Election
The 2025 election was held to fill three director positions and four office positions. 786 votes have been cast. The results are below, with elected candidates marked in bold:

President:
Allison Bishop: 706

Vice-President:
Britta Hale: 270
François-Xavier Standaert: 336
Mayank Varia: 113

Treasurer:
Brian LaMacchia: 727

Secretary:
Benjamin Wesolowski: 720

Directors:
Shai Halevi: 369
Nadim Kobeissi: 250
Bart Preneel: 470
Adeline Roux-Langlois : 313
Peter Schwabe: 488

Modification to bylaws: :
Yes: 724, No: 43

Election verification data can be found at https://vote.heliosvoting.org/helios/elections/2a7cc106-c58e-11f0-9abe-5682e467d057/view#.

The election committee congratulates all elected members and thanks all candidates for their contributions to the IACR and willingness to serve.
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20 December 2025

Brussels, Belgium, 30 January 2026
Event Calendar Event Calendar
Event date: 30 January 2026
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King's College London
Job Posting Job Posting

We are inviting applications for a PhD studentship in the cryptography lab at King's College London.

The PhD position is focused on the provable security analysis of real-world cryptographic protocols and advanced functionalities. The PhD could, for example, analyse existing secure messaging protocols and functionality that has not undergone formal analysis (LINE secure messaging), evaluate the formal security properties of cryptographic protocols post-quantum transitions (KEM-TLS) or modelling and designing new cryptographic protocols or primitives.

We seek applicants with a strong background in mathematics and/or computer science, preferably with some background in cryptography.

Application process

Applicants are encouraged to contact Dr Benjamin Dowling ([email protected]) and Prof Martin Albrecht ([email protected]) to discuss the position informally before applying.

Formal Application

To be considered for the position, candidates must apply through the King’s Apply online application system. Full details are available on the FindaPhD advertisement 192021.

References
  • King's Cryptographers: https://cryptographers.kcl.ac.uk/people/
  • Social Foundations of Cryptography: https://social-foundations-of-cryptography.gitlab.io/
  • Benjamin Dowling: https://benjamindowling.com/
  • Martin Albrecht: https://malb.io/

Closing date for applications:

Contact: Benjamin Dowling ([email protected])

More information: https://www.findaphd.com/phds/project/analysing-cryptography-in-the-wild/?p192021

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National Research Council Canada
Job Posting Job Posting
We are looking for a Research Officer, Applied Cryptography to join our Cryptography and Quantum Computing team, and to support NRC’s Digital Technologies Research Centre (NRC-DT). The Research Officer, Applied Cryptography would be someone who shares our core values of Integrity, Excellence, Respect and Creativity. Our Cryptography and Quantum Computing team conducts research on quantum/post-quantum cryptography, privacy-preserving computing, and quantum computing. The primary responsibility of the researcher in this position is to support the goals of NRC and the activities of the Digital Technologies Research Centre in conducting research of international calibre in applied post-quantum cryptography and other related topics. The researcher will work in a team environment with other researchers and technical experts in world-class facilities. The researcher will be called on to participate in international evaluations or demonstrations of the team’s applied technologies. Key responsibilities: • Conduct cutting-edge research in applied post-quantum cryptography, collaborating with fellow researchers. • Lead the design, implementation, and evaluation of innovative quantum-safe cryptographic algorithms and protocols. • Lead the development of a post-quantum cryptography lab, fostering collaboration with industry, academia, and government stakeholders. • Write and review project proposals; and lead projects to drive impactful research initiatives in post-quantum cryptography.

Closing date for applications:

Contact: Hiring Services

More information: https://recruitment-recrutement.nrc-cnrc.gc.ca/job/Waterloo-Research-Officer%2C-Applied-Cryptography-ON/598268317/

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19 December 2025

Yueming Li, Long Chen, Qianwen Gao, Zhenfeng Zhang
ePrint Report ePrint Report
The Authentication and Key Management for Applications (AKMA) system represents a recently developed protocol established by 3GPP, which is anticipated to become a pivotal component of the 5G standards. AKMA enables application service providers to delegate user authentication processes to mobile network operators, thereby eliminating the need for these providers to store and manage authentication-related data themselves. This delegation enhances the efficiency of authentication procedures but simultaneously introduces certain security and privacy challenges that warrant thorough analysis and mitigation.

The 5G AKMA service is facilitated by the AKMA Anchor Function (AAnF), which may operate outside the boundaries of the 5G core network. A compromise of the AAnF could potentially allow malicious actors to exploit vulnerabilities, enabling them to monitor user login activities or gain unauthorized access to sensitive communication content. Furthermore, the exposure of the Subscription Permanent Identifier (SUPI) to external Application Functions poses substantial privacy risks, as the SUPI could be utilized to correlate a user's real-world identity with their online activities, thereby undermining user privacy.

To mitigate these vulnerabilities, we propose a novel protocol named E2E-AKMA, which facilitates the establishment of a session key between the User Equipment (UE) and the Application Function (AF) with end-to-end security, even in scenarios where the AAnF has been compromised. Furthermore, the protocol ensures that no entity, aside from the 5G core network, can link account activities to the user's actual identity. This architecture preserves the advantages of the existing AKMA scheme, such as eliminating the need for complex dynamic secret data management and avoiding reliance on specialized hardware (apart from standard SIM cards). Experimental evaluations reveal that the E2E-AKMA framework incurs an overhead of approximately 9.4\% in comparison to the original 5G AKMA scheme, which indicates its potential efficiency and practicality for deployment.
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18 December 2025

Andrés Fábrega, Julia Len, Thomas Ristenpart, Gregory Rubin
ePrint Report ePrint Report
We study the problem of random-access authenticated encryption. In this setting, one wishes to encrypt (resp., decrypt) a large payload in an online matter, i.e., using a limited amount of memory, while allowing for the processing of plaintext (resp., ciphertext) segments to be in a random order. Prior work has studied online AE for in-order (streaming) encryption and decryption, and later work added additional constraints to support random access decryption. The result is complicated notions that are not built from the start to account for random access.

We thus provide a new, clean-state treatment to the random-access setting. We introduce random-access authenticated encryption (raAE) schemes, which captures AEAD that provides random-access encryption and decryption. We introduce formal security definitions for raAE schemes that cover confidentiality, integrity, and commitment. We prove relationships with existing notions, showing that our simpler treatment does not sacrifice achievable security. Our implications also result in the first treatment of commitment security for online AEAD as well, an increasingly important security goal for AEAD.

We then exercise our formalization with a practice-motivated case study: FIPS-compliant raAE. We introduce an raAE scheme called FLOE (Fast Lightweight Online Encryption) that is FIPS compliant, compatible with existing AES-GCM APIs that mandate random nonces, and yet can provide secure, random-access, committing encryption of orders of magnitude more data than naive approaches that utilize AES-GCM. FLOE was designed in close collaboration with leading cloud data platform Snowflake, where it will soon be used in production to protect sensitive data.
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YanJin Tan, JunTao Gao, XueLian Li
ePrint Report ePrint Report
The Sum of Even-Mansour (SoEM) construction was proposed by Chen et al. at Crypto 2019. This construction implements a pseudorandom permutation via the modular addition of two independent Even-Mansour structures and can spawn multiple variants by altering the number of permutations or keys. It has become the design basis for some symmetric schemes, such as the nonce-based encryption scheme CENCPP* and the nonce-based message authentication code scheme nEHTm. This paper provides a proof of the quantum security of the SoEM21 construction under the Q1 model: when an attacker has quantum access to the random permutations but only classical access to the keyed construction, the SoEM21 construction ensures security of up to \(n/3\) bits. This exactly matches the complexity \(O(2^{n/3})\) of the quantum key recovery attack in the Q1 model recently proposed by Li et al., thus establishing a tight bound.
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