International Association for Cryptologic Research

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04 December 2025

Hanyue Dou, Peifang Ni, Yingzi Gao, Jing Xu
ePrint Report ePrint Report
Single Secret Leader Election (SSLE) protocol facilitates the election of a single leader per round among a group of registered nodes while ensuring unpredictability. Ethereum has identified SSLE as an essential component in its development roadmap and has adopted it as a potential solution to counteract potential attacks. However, we identify a new form of attack termed the state uniqueness attack that is caused by malicious leaders proposing multiple publicly verifiable states. This attack undermines the property of uniqueness in subsequent leader elections and, with high probability, leads to violations of fundamental security properties of the over-layer protocol such as liveness. The vulnerability stems inherently from the designs reducing the uniqueness guarantee to a unique state per election, and can be generalized to the existing SSLE constructions. We further quantify the severity of this attack based on theoretical analysis and real-world executions on Ethereum, highlighting the critical challenges in designing provably secure SSLE protocols. To address the state uniqueness attack while ensuring both security and practical performance, we present a universal SSLE protocol called Mobius that does not rely on extra trust assumptions. Specifically, Mobius prevents the generation of multiple verifiable states for each election and achieves a unique state across consecutive executions through an innovative approximately-unique randomization mechanism. In addition to providing a comprehensive security analysis in the Universal Composability framework, we develop a proof-of-concept implementation of Mobius, and conduct extensive experiments to evaluate the security and overhead. The experimental results show that Mobius exhibits enhanced security while significantly reducing communication complexity throughout the protocol execution, achieving over 80% reduction in the registration phase.
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Pedro Branco, Pratik Soni, Sri AravindaKrishnan Thyagarajan, Ke Wu
ePrint Report ePrint Report
Secure coin-tossing is typically modeled as an input-less functionality, where parties with no private inputs jointly generate a fair coin. In the dishonest majority setting, however, a strongly fair coin-tossing protocol is impossible. To circumvent this barrier, recent work has adopted the weaker notion of game-theoretic fairness, where adversaries are rational parties with preferences for specific outcomes, seeking to bias the coin in their favor. Yet these preferences may encode secret information, making prior protocols that assume preferences are public, fundamentally incompatible with privacy.

We initiate a comprehensive study of privacy-preserving game-theoretically fair coin-tossing, where the preferences of honest parties remain private. We propose a simulation-based security framework and a new ideal functionality that reconciles both preference-privacy and game-theoretic fairness. A key ingredient is a certifying authority that authenticates each party’s preference and publishes only aggregate statistics, preventing misreporting while hiding parties' preferences. The functionality guarantees that every honest party receives an output: either a uniform coin; or, if an adversary deviates, a coin that strictly decreases the adversarial coalition's expected utility.

Within this framework, we construct a protocol realizing our ideal functionality under standard cryptographic assumptions that works for both binary and general $m$-sided coin-tossing. Our schemes tolerate the same optimal (or nearly optimal) corruption thresholds as the best known protocols with public preferences (Wu-Asharov-Shi, EUROCRYPT '22; Thyagarajan-Wu-Soni, CRYPTO '24). Technically, our protocols combine authenticated preferences with an anonymous communication layer that decouples identities from preference-dependent actions, together with a deviation-penalty mechanism that enforces game-theoretic fairness.

Our work is the first to reconcile game-theoretic fairness with preference privacy, offering new definitional tools and efficient protocols for rational multi-party computation in dishonest majority settings.
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Lynn Engelberts, Yanlin Chen, Amin Shiraz Gilani, Maya-Iggy van Hoof, Stacey Jeffery, Ronald de Wolf
ePrint Report ePrint Report
The assumed hardness of the Shortest Vector Problem in high-dimensional lattices is one of the cornerstones of post-quantum cryptography. The fastest known heuristic attacks on SVP are via so-called sieving methods. While these still take exponential time in the dimension $d$, they are significantly faster than non-heuristic approaches and their heuristic assumptions are verified by extensive experiments. $k$-Tuple sieving is an iterative method where each iteration takes as input a large number of lattice vectors of a certain norm, and produces an equal number of lattice vectors of slightly smaller norm, by taking sums and differences of $k$ of the input vectors. Iterating these ''sieving steps'' sufficiently many times produces a short lattice vector. The fastest attacks (both classical and quantum) are for $k=2$, but taking larger $k$ reduces the amount of memory required for the attack. In this paper we improve the quantum time complexity of 3-tuple sieving from $2^{0.3098 d}$ to $2^{0.2846 d}$, using a two-level amplitude amplification aided by a preprocessing step that associates the given lattice vectors with nearby ''center points'' to focus the search on the neighborhoods of these center points. Our algorithm uses $2^{0.1887d}$ classical bits and QCRAM bits, and $2^{o(d)}$ qubits. This is the fastest known quantum algorithm for SVP when total memory is limited to $2^{0.1887d}$.
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Ye Dong, Xiangfu Song, W.j Lu, Xudong Chen, Yaxi Yang, Ruonan Chen, Tianwei Zhang, Jin-Song Dong
ePrint Report ePrint Report
Secure two-party computation (2PC)-based privacy-preserving machine learning (ML) has made remarkable progress in recent years. However, most existing works overlook the privacy challenges that arise during the data preprocessing stage. Although some recent studies have introduced efficient techniques for privacy-preserving feature selection and data alignment on well-structured datasets, they still fail to address the privacy risks involved in transforming raw data features into ML-effective numerical representations.

In this work, we present ALIOTH, an efficient 2PC framework that securely transforms raw categorical and numerical features into Weight-of-Evidence (WoE)-based numerical representations under both vertical and horizontal data partitions. By incorporating our proposed partition-aware 2PC protocols and vectorization optimizations, ALIOTH efficiently generates WoE-transformed datasets in secret. To demonstrate scalability, we conduct experiments on diverse datasets. Notably, ALIOTH can transform 3 million data samples with 100 features securely within half an hour over a wide-area network. Furthermore, ALIOTH can be seamlessly integrated with existing 2PC-based ML frameworks. Empirical evaluations on real-world financial datasets show ALIOTH improves both the predictive performance of logistic regression and 2PC training efficiency.
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Zhongming Wang, Tao Xiang, Xiaoguo Li, Guomin Yang, Biwen Chen, Ze Jiang, Jiacheng Wang, Chuan Ma, Robert H. Deng
ePrint Report ePrint Report
Encrypted messaging systems provide end-to-end security for users but obstruct content moderation, making it difficult to combat online abuses. Traceability offers a promising solution by enabling platforms to identify the originator/spreader of messages, yet this capability can be abused for mass surveillance of innocent messages. To mitigate this risk, existing approaches restrict traceability to (problematic) messages that are reported by multiple users or are on a predefined blocklist. However, these solutions either overtrust a specific entity (e.g., the party defining the blocklist) or rely on the unrealistic assumption of non-collusion between servers run by a single platform.

In this paper, we propose an abuse-resistant source tracing scheme that distributes traceability across distinct real-world entities. Specifically, we formally define its syntax and prove its security properties. Our scheme realizes two essential principles: minimal trust, which ensures that traceability cannot be abused as long as a single participant involved in tracing is honest, even if all others collude; and minimal information disclosure, which prevents participants from acquiring any information (e.g., communication parties' identities) unnecessary for tracing. We implemented our scheme using techniques deployed by Signal, and our evaluation shows it offers comparable performance to state-of-the-art schemes that are vulnerable to abuse.
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Simon Gerhalter, Samir Hodžić, Marcel Medwed, Marcel Nageler, Artur Folwarczny, Ventzi Nikov, Jan Hoogerbrugge, Tobias Schneider, Gary McConville, Maria Eichlseder
ePrint Report ePrint Report
In modern CPU architectures, various security features to mitigate software attacks can be found. Examples of such features are logical isolation, memory tagging or shadow stacks. Basing such features on cryptographic isolation instead of logical checks can have many advantages such as lower memory overhead and more robustness against misconfiguration or low-cost physical attacks. The disadvantage of such an approach is however that the cipher that has to be introduced has a severe impact on the system performance, either in terms of additional cycles or a decrease of the maximum achievable frequency. Finally, as of today, there is no suitable low-latency cipher design available for encrypting 32-bit words as is common in microcontrollers. In this paper, we propose a 32-bit tweakable block cipher tailored to memory encryption for microcontroller units. We optimize this cipher for low latency, which we achieve by a careful selection of components for the round function and leveraging an attack scenario similar to the one used to analyze the cipher SCARF. To mitigate some attack vectors introduced by this attack scenario, we deploy a complex tweak-key schedule. Due to the shortage of suitable 32-bit designs, we compare our design to various low-latency ciphers with different block sizes. Our hardware implementation shows competitive latency numbers.
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Jiayun Yan, Yu Li, Jie Chen, Haifeng Qian, Xiaofeng Chen, Debiao He
ePrint Report ePrint Report
We present fully adaptive secure threshold IBE and threshold signatures, which rely on the $k$-Linear assumption in the standard model over asymmetric pairing groups. In particular, our threshold signature scheme achieves a non-interactive signing process and an adaptively secure guarantee as strong as Das-Ren (CRYPTO'24), while their proof relies on the random oracle model. We achieve our results by following steps: First, we design two threshold IBE schemes against adaptive corruptions in the composite-order and prime-order groups by adopting the dual system groups encoding. Second, we provide a generic transform from threshold IBE to threshold signatures, following Naor's paradigm, which reduces the fully adaptive corruption security of threshold signatures to threshold IBE. Third, we present two threshold signatures instantiations in composite-order and prime-order groups.
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Yanyi Liu, Rafael Pass
ePrint Report ePrint Report
We revisit the question of whether worst-case hardness of the time-bounded Kolmogorov complexity problem, $\KpolyA$---that is, determining whether a string is ``structured" (i.e., $K^t(x) < n-1$) or ``random" (i.e., $K^{\poly(t)} \geq n-1$)---suffices to imply the existence of one-way functions (OWF). Liu-Pass (CRYPTO'25) recently showed that worst-case hardness of a \emph{boundary} version of $\KpolyA$---where, roughly speaking, the goal is to decide whether given an instance $x$, (a) $x$ is $K^\poly$-random (i.e., $K^{\poly(t)}(x) \geq n-1$), or just close to $K^\poly$-random (i.e., $K^{t}(x) < n-1$ \emph{but} $K^{\poly(t)}> n - \log n$)---characterizes OWF, but with either of the following caveats (1) considering a non-standard notion of \emph{probabilistic $K^t$}, as opposed to the standard notion of $K^t$, or (2) assuming somewhat strong, and non-standard, derandomization assumptions. In this paper, we present an alternative method for establishing their result which enables significantly weakening the caveats. First, we show that boundary hardness of the more standard \emph{randomized} $K^t$ problem suffices (where randomized $K^t(x)$ is defined just like $K^t(x)$ except that the program generating the string $x$ may be randomized). As a consequence of this result, we can provide a characterization also in terms of just ``plain" $K^t$ under the most standard derandomization assumption (used to derandomize just $\BPP$ into $\P$)---namely $\E \not\subseteq {\sf ioSIZE}[2^{o(n)}]$.

Our proof relies on language compression schemes of Goldberg-Sipser (STOC'85); using the same technique, we also present the the first worst-case to average-case reduction for the \emph{exact} $\KpolyA$ problem (under the same standard derandomization assumption), improving upon Hirahara's celebrated results (STOC'18, STOC'21) that only applied to a \emph{gap} version of the $\KpolyA$ problem, referred to as $\GapKpolyA$, where the goal is to decide whether $K^t(x) \leq n-O(\log n))$ or $K^{\poly(t)}(x) \geq n-1$ and under the same derandomization assumption.
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Suraj Mandal, Prasanna Ravi, M Dhilipkumar, Debapriya Basu Roy, Anupam Chattopadhyay
ePrint Report ePrint Report
The threat of practical quantum attacks has catapulted viable alternatives like Post-Quantum Cryptography (PQC) into prominence. The adoption and integration of standardized PQC primitives across the entire digital stack are promoted by various standardization bodies, governments, and major corporate houses. A serious challenge in quantum migration is to ensure that there is no hidden backdoor in the PQC implementations of a hybrid cryptosystem (support for both pre-quantum and post-quantum algorithms), which are often procured from a third-party vendor. In this manuscript, we investigate the possibility of a kleptographic backdoor on the NIST-recommended key-encapsulation mechanism CRYSTALS-Kyber. The modified Kyber key-generation algorithm achieves indistinguishable decryption failure probability compared to the original CRYSTALS-Kyber. The kleptographic module is also implemented in FPGA, embedded inside the CRYSTALS- Kyber accelerator with a very low area overhead (283 LUTs or 2% of total area), and thus can easily pass performance and functionality tests.
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03 December 2025

Ottawa, Canada, 24 August - 28 August 2026
Event Calendar Event Calendar
Event date: 24 August to 28 August 2026
Submission deadline: 11 May 2026
Notification: 25 June 2026
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Ottawa, Canada, 24 August - 28 August 2026
Event Calendar Event Calendar
Event date: 24 August to 28 August 2026
Submission deadline: 2 February 2026
Notification: 19 March 2026
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Monash University, Melbourne, Australia
Job Posting Job Posting
The post-quantum cryptography research group at Monash University, Australia, has multiple Ph.D. student scholarship openings for research projects including in particular the following areas:

1. FHE Private Computation and zk-SNARKs: to devise practical cryptographic tools for securing FHE-based private cloud computation applications, including theory and application of zk-SNARKs,

2. Design of practical Post-Quantum Symmetric-key-based digital signatures (including Legendre PRF based) with privacy enhanced properties using MPC and SNARK techniques,

3. Design of practical lattice-based cryptographic protocols,

4. Secure and efficient implementation of lattice-based cryptography.

Students will have the opportunity to work in an excellent research environment. Monash University is among the leading universities in Australia and is located in Melbourne, ranked as Australia's most liveable city and among the most liveable cities in the world.

Applicants should have (or expected to complete in the next 12 months) a Masters or Honours equivalent qualification with a research thesis, with excellent grades in mathematics, theoretical computer science, cryptography, or closely related areas. They should have excellent English verbal and written communication skills. Programming experience and skills, especially in Sagemath/python/Magma and/or C/C++, are also highly desirable.

To apply: please fill in the following form - applicants will be assessed as they are received:

https://docs.google.com/forms/d/e/1FAIpQLSetFZLvDNug5SzzE-iH97P9TGzFGkZB-ly_EBGOrAYe3zUYBw/viewform?usp=sf_link

Closing date for applications:

Contact: Ron Steinfeld

More information: https://docs.google.com/forms/d/e/1FAIpQLSetFZLvDNug5SzzE-iH97P9TGzFGkZB-ly_EBGOrAYe3zUYBw/viewform?usp=sf_link

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02 December 2025

Koki Jimbo
ePrint Report ePrint Report
We study several asymmetric structured key agreement schemes based on noncommutative matrix operations, including the recent proposal of Lizama as well as the strongly asymmetric algorithms SAA-3 and SAA-5 of Accardi et al.\ We place them in a common algebraic framework for public key agreement and identify simple structural conditions under which an eavesdropper can reconstruct an effective key-derivation map and reduce key recovery to solving linear systems over finite fields. We then show that the three matrix-based schemes mentioned above all instantiate our algebraic framework and can therefore be broken in polynomial time from public information alone. In particular, their security reduce to the hardness of linear-algebraic problems and does not exceed that of the underlying discrete logarithm problem. Our results demonstrate that the weakness of these schemes is structural rather than parametric, and that minor algebraic modifications are insufficient to repair them.
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Isaac M Hair, Amit Sahai
ePrint Report ePrint Report
We prove that SVP$_p$ is NP-hard to approximate within a factor of $2^{\log^{1 - \varepsilon} n}$, for all constants $\varepsilon > 0$ and $p > 2$, under standard deterministic Karp reductions. This result is also the first proof that \emph{exact} SVP$_p$ is NP-hard in a finite $\ell_p$ norm. Hardness for SVP$_p$ with $p$ finite was previously only known if NP $\not \subseteq$ RP, and under that assumption, hardness of approximation was only known for all constant factors. As a corollary to our main theorem, we show that under the Sliding Scale Conjecture, SVP$_p$ is NP-hard to approximate within a small polynomial factor, for all constants $p > 2$. Our proof techniques are surprisingly elementary; we reduce from a regularized PCP instance directly to the shortest vector problem by using simple gadgets related to Vandermonde matrices and Hadamard matrices.
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Laila El Aimani
ePrint Report ePrint Report
We consider the following problem: given two random polynomials $x$ and $y$ in the ring $\F_2[X]/(X^n+1)$, our goal is to compute the expectation and variance of the weight of their product $x\cdot y$, where the weight of a binary polynomial is defined as the number of its nonzero coefficients.

We consider two models for random polynomials $x$ and $y$: (1) the uniform slice case with fixed weights $w_x,w_y$, and (2) the binomial case where their coefficients are independent Bernoulli variables with success probabilities $p_x$ and $p_y$ respectively.

Our work finds a direct application in the accurate analysis of the decryption failure rate for the HQC code-based encryption scheme. The original construction relied on heuristic arguments supported by experimental data. Later, Kawachi provided a formally proven security bound, albeit a much weaker one than the heuristic estimate in the original construction. A fundamental limitation of both analyses is their restriction to the binomial case, a simplification that compromises the resulting security guarantees. Our analysis provides the first precise computation of the expectation and variance of weight($x\cdot y$) across both the uniform slice and binomial models. The results confirm the soundness of the HQC security guarantees and allow for a more informed choice of the scheme parameters that optimizes the trade-off security and efficiency.
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Joël Alwen, Xiaohui Ding, Sanjam Garg, Yiannis Tselekounis
ePrint Report ePrint Report
We initiate the holistic study of Policy Compliant Secure Messaging (PCSM). A content policy is a predicate over messages deciding which messages are considered harmful and which not. A PCSM protocol is a type of end-to-end encrypted (E2EE) messaging system that guarantees E2EE privacy and authenticity for all policy compliant messages but detects and verifiably reports harmful content prior to its delivery. This stands in contrast to prior content moderation systems for E2EE messaging where detection relies on receivers reporting the harmful content themselves which makes them unsuited for most PCSM applications (e.g., for preventing the wilful distribution of harmful content). Our holistic PCSM notion explicitly captures several new roles such as policy creator, auditor and judge, to more accurately separate and model the different goals and security concerns of stakeholders when deploying PCSM.

We present efficient PCSM constructions for arbitrary policy classes, as well as for hash-based ones, achieving various levels of security, while maintaining the core security properties of the underlying E2EE layer. For hash-based PCSM, we encapsulate Apple’s recent PSI protocol used in their content moderation system, and we properly adapt it to realize the desired PCSM functionality, and analyze the resulting protocol’s security. To our knowledge, our work is the first that rigorously study Apple’s PSI for server-side content moderation within the broader context of secure messaging, addressing the diverse goals and security considerations of stakeholders when deploying larger systems.
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Xavier Carril, Alicia Manuel Pasoot, Emanuele Parisi, Carlos Andrés Lara-Niño, Oriol Farràs, Miquel Moretó
ePrint Report ePrint Report
Recent advances in quantum computing pose a threat to the security of digital communications, as large-scale quantum machines can break commonly used cryptographic algorithms, such as RSA and ECC. To mitigate this risk, post-quantum cryptography (PQC) schemes are being standardized, with recent NIST recommendations selecting two lattice-based algorithms: ML-KEM for key encapsulation and ML-DSA for digital signatures. Two computationally intensive kernels dominate the execution of these schemes: the Number-Theoretic Transform (NTT) for polynomial multiplication and the Keccak-f1600 permutation function for polynomial sampling and hashing. This paper presents PQCUARK, a scalar RISC-V ISA extension that accelerates these key operations. PQCUARK integrates two novel accelerators within the core pipeline: (i) a packed SIMD butterfly unit capable of performing NTT butterfly operations on 2×32bit or 4×16bit polynomial coefficients, and (ii) a permutation engine that delivers two Keccak rounds per cycle, hosting a private state and a direct interface to the core Load Store Unit, eliminating the need for a custom register file interface. We have integrated PQCUARK into an RV64 core and deployed it on an FPGA. Experimental results demonstrate that PQCUARK provides up to 10.1× speedup over the NIST baselines and 2.3× over the optimized software, and it outperforms similar state-of-the-art approaches between 1.4-12.3× in performance. ASIC synthesis in GF22-FDSOI technology shows a moderate core area increase of 8% at 1.2 GHz, with PQCUARK units being outside the critical path.
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Francesca Falzon, Laura Hetz, Annamira O'Toole
ePrint Report ePrint Report
Authenticated Private Information Retrieval (APIR) enables a client to retrieve a record from a public database and verify that the record is “authentic” without revealing any information about which record was requested. In this work, we propose Tapir: the first two-server APIR scheme to achieve both sublinear communication and computation complexity for queries, while also supporting dates. Our scheme builds upon the unauthenticated two-server PIR scheme SinglePass (Lazzaretti and Papamanthou, USENIX’24). Due to its modular design, Tapir provides different trade-offs depending on the underlying vector commitment scheme used.

Moreover, Tapir is the first APIR scheme with preprocessing to support appends and edits in time linear in the database partition size. This makes it an ideal candidate for transparency applications that require support for integrity, database appends, and private lookups. We provide a formal security analysis and a prototype implementation that demonstrates our scheme’s efficiency. Tapir incurs as little as 0.11 % online bandwidth overhead for databases of size $2^{22}$, compared to the unauthenticated SinglePass. For databases of size $\geq 2^{20}$, our scheme, when instantiated with Merkle trees, outperforms all prior multi-server APIR schemes with respect to online runtime.
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Davide Carnemolla, Dario Catalano, Valentina Frasca, Emanuele Giunta
ePrint Report ePrint Report
Verifiable Random Functions (VRFs) play a fundamental role in modern blockchain designs because of their applications in leader election protocols. In such contexts, however, the original definition by Micali, Rabin and Vadhan (FOCS 99), falls short at guaranteeing fairness when keys are sampled maliciously. The elegant notion of unbiasable VRF, recently proposed by Giunta and Stewart (Eurocrypt 24), addresses these concerns while remaining simple to state and easy to realize, at least in the random oracle model. Achieving unbiasability in the standard model is a different story, though: all known constructions rely on compilers that invariably reduce the efficiency of the VRF from which one starts. In this paper, we look at the unbiasability of existing VRFs in the standard model. Our findings are mostly negative; we show that, essentially, all known constructions are not natively unbiasable. We do so by showing classes of attacks that (almost) completely cover the set of existing VRF constructions. On the positive side, we show that some concrete schemes (and notably the well-known Dodis-Yampolskiy VRF) can be modified to achieve meaningful notions of unbiasability, while retaining their original efficiency.
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Nouri Alnahawi, Alexander Wiesmaier
ePrint Report ePrint Report
We propose two novel instantiations for the NICE-PAKE and TEMPO protocols, which were presented by Alnahawi et al. (ePrint:2024/1957), and Arriaga, Barbosa and Jarecki (ePrint:2025/1399) repectively. Our instantiations are not formally analyzed yet, but build upon known KEM security assumptions and well-studied PAKE designs. Therefore, we believe there is a great chance that a formal proof in the Universal Composability (UC) framework should also hold.

Our constructions combines three concepts: 1) Lattice KEMs with Splittable public keys of the form As+e as introduced in Arriaga et al. (AC24:ABJS), Alnahawi et al. (ePrint:2024/1957) and Arriaga et al. (ePrint:2025/1399). 2) The Programmable Only Once Function (POPF) realized as a 2-round Feistel (2F) as in McQuoid, Rosulek and Roy (CCS20:MRR) and Arriaga , Barbosa and Jarecki (ePrint:2025/231). 3) Rerandomizable KEM as introduced in Duverger et al. (CCS25:DFJ+).

Similar to the aforementioned works, our goal is to eliminate the usage of the Ideal Cipher (IC) in (O)EKE-style KEM-based PQC PAKEs, the motivation of which is adequately and extensively explained in the cited literature. Our main contribution lies within the following two aspects: 1) Mitigating malicious public key generation attacks in the NICE-PAKE construction. 2) Defining a mechanism to realize the missing group operation in the 2F public key authentication step in NoIC-PAKE. Briefly put, we utilize the rerandomization procedure of (CCS25:DFJ+) to sample a second uniform MLWE sample, which is in turn used to shift the initiator's public key forming another fresh sample that yields indistinguishable from uniform. By doing so, we assume that we can enhance the security of NICE-PAKE to withstand a certain class of attacks, and reduce the computational complexity of the 2F instantiation relying on obfuscation in the OQUAKE variant of the 2F PAKE, which was introduced by Vos et al. (ePrint:2025/1343).

Obviously, we cannot ascertain the security of our proposed constructions without conducting a complete and thorough formal analysis. Hence, remaining open questions and future work include defining an indistinguishable UC simulator in the ideal UC world that is also capable of extracting adversarial password guesses. Further, we need to identify the concrete KEM properties required to prove security in UC via the common game-hopping reductionist proof approach.
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