International Association for Cryptologic Research

ePrint Report: An Update to “Polynomial Hashing over Prime Order Fields” Kaushik Nath, Palash Sarkar New state-of-the-art assembly implementations show that BRWHash is consistently faster than polyHash and both t-BRWHash and d-2LHash for all message lengths and for both the primes $2^{127}-1$ and $2^{130}-5$.

ePrint Report: Lattice EPID with Efficient Revocation Corentin Jeudy, Olivier Sanders Enhanced Privacy Identification (EPID) is one of the anonymous authentication mechanisms that found their way into the industry, being deployed in billions of chips and standardized at ISO. The linchpin of EPID lies in its decentralized revocation procedure that allows to revoke a signer by simply placing one of its signatures on a signature revocation list SRL. Each new signature must then include a proof that it has been generated with a key different from those used to produce the signatures on the SRL. This proof of non-revocation in current post-quantum schemes either relies on general-purpose NIZKs or on regular zero-knowledge proofs (ZKP) but with a witness dimension linear in the size of the SRL, which leads to large size and/or computational complexity. In this paper, we rethink the standard approach of non-revocation so as to avoid its heavy reliance on ZKP. Our construction indeed combines features from different tools (such as Falcon signatures) that are unusual in this context to pull most elements out of the ZKP, leading to significant performance improvements. Providing all these elements unconcealed creates many security challenges for our construction but we yet manage to address all of them and prove security under well-understood lattice assumptions, and in the strong model of Sanders-Traoré (CT-RSA’21) allowing malicious SRLs.

ePrint Report: EWEMrl: A White-Box Secure Cipher with Longevity Avik Chakraborti, Shibam Ghosh, Takanori Isobe, Sajani Kundu We propose the first updatable white-box secure cipher, EWEMrl, and its natural extension EWEMxl, both achieving longevity against non-adaptive read-only malware. The notion of longevity, introduced by Koike et al., addresses continuous code leakage and is stronger than incompressibility. While Yoroi claimed longevity, but was broken by Isobe and Todo. Given the prevalence of continuous leakage, developing such ciphers is crucial in white-box cryptography. Precisely, we have the following. • We first introduce EWEMr (Extended WEM against non-adaptive read-only adversaries), a generalization of WEM (White-box Even-Mansour). WEM is the first (and possibly only) white-box cipher based on EM, replacing its key addition layer with a secret Sbox. EWEMr achieves a high space-hardness bound, with a new generic proof strategy, but does not provide longevity. Instead, it serves as the base for EWEMrl. • We also present EWEMx, which uses EWEMr as subroutines and is secure in the stronger adaptive model. While EWEMx does not achieve longevity, it is the base design for EWEMxl. • We next propose EWEMrl, which is the first cipher to achieve longevity against non-adaptive read-only adversaries. No existing ciphers, such as SPNbox and SPACE, are designed for longevity. We show that EWEMrl ensures (against non-adaptive read-only adversaries) (1) longevity, (2) high space-hardness in both known-space and chosen-space settings, and (3) security against hybrid code-lifting attacks. • Finally, we introduce EWEMxl, a natural extension of EWEMrl with a structure similar to EWEMx. EWEMxl achieves (2) and (3) in the stronger adaptive model while maintaining (1) in the same non-adaptive and read-only setting. In summary, EWEMrl and EWEMxl are the first ciphers providing longevity against non-adaptive read-only malware while ensuring security confidence in the black-box setting.

ePrint Report: SoK: Reassessing Side-Channel Vulnerabilities and Countermeasures in PQC Implementations Patrik Dobias, Azade Rezaeezade, Łukasz Chmielewski, Lukas Malina, Lejla Batina Post-Quantum Cryptography (PQC) algorithms should remain secure even in the presence of quantum computers. Although the security of such schemes is guaranteed at the algorithmic level, real-world implementations often suffer from other vulnerabilities like Side-Channel Attacks (SCA). This Systematization of Knowledge (SoK) paper investigates side-channel attacks targeting implementations of PQC algorithms. This work categorizes attacks from an adversarial perspective to identify the most vulnerable components of the algorithms’ implementations and highlights unexplored parts in current implementations. In addition, it reviews and analyzes the efficiency and efficacy of existing countermeasures to SCA in current hardware implementations. This approach helps identify countermeasures that provide broader protection and highlights characteristics needed for future secure implementations. Our findings offer guidance in strengthening existing systems and developing more efficient defenses against side-channel attacks.

ePrint Report: Efficient Pseudorandom Correlation Generators over $\mathbb{Z}/p^k\mathbb{Z}$ Zhe Li, Chaoping Xing, Yizhou Yao, Chen Yuan Modern efficient secure multi-party computation (MPC) protocols typically follow an offline-online design, where offline protocols produce a sufficient amount of correlated randomness that would be consumed during the online phases. The past decades have witnessed maturing of efficient online protocols, for computing circuits over either arbitrary finite fields or rings $\mathbb{Z}_{p^k}$. In particular, protocols tailored for $\mathbb{Z}_{2^k}$ arithmetic have achieved better concrete efficiency in most real-life applications, as it naturally captures modern CPU architectures. On the other hand, a recent paradigm of {\em pseudorandom correlation generator} (PCG) initiated by Boyle et al. (CCS’18, Crypto’19) opens a door to efficient preprocessing with sublinear communication. Since then, PCGs have been extensively studied and developed to produce various types of correlations required from online protocols. Although Li et al. (EuroCrypt’25) recently put a significant step forward and propose efficient PCGs for arbitrary finite fields, the current state of PCGs for rings is not satisfying at all. Towards the great demand for efficiently generating correlations over rings, we investigate PCGs for general Galois rings, which simultaneously unify finite fields and integer rings modulo $p^k$. In summary, we establish the following results: (i) We generalize the state-of-the-art PCG constructions for oblivious linear evaluations (OLE) over Galois fields to {\em arbitrary Galois rings}, basing on Galois theory and the Hensel lift. Moreover, our PCGs for Galois rings are as efficient as PCGs for fields. Concretely, for $mN$ OLE correlations over $\mathbb{Z}_{2^k}$, we require $O(m\log{N})$ communication and $O(m^2N\log{N})$ computation, where $m$ is an arbitrary integer $\geq 2$. In comparison, to our best knowledge, previous approaches incur communication at least linear in $N$. (ii) We extend the above OLE construction to provide various types of correlations over any Galois ring. One of the fascinating applications is an efficient PCG for two-party SPD$\mathbb{Z}_{2^k}$ authenticated multiplication triples (Crypto’18). For $mN$ SPD$\mathbb{Z}_{2^k}$ triples, our approach requires only $O(m\log{N})$ communication and $O(m^2N\log{N})$ computation. Concrete evaluations show that our method significantly outperforms existing schemes based on homomorphic encryption. (iii) In addition, our PCGs for Galois rings also enable multi-party multiplication triple generation, yielding the first efficient MPC protocol for arithmetic circuits over $\mathbb{Z}_{2^k}$ with \emph{silent} and \emph{sublinear} preprocessing. Additional applications include circuit-dependent preprocessing and matrix multiplication triples, etc, which are of independent interest.

ePrint Report: Revisiting Module Lattice-based Homomorphic Encryption and Application to Secure-MPC Anisha Mukherjee, Sujoy Sinha Roy Homomorphic encryption (HE) schemes have gained significant popularity in modern privacy-preserving applications across various domains. While research on HE constructions based on learning with errors (LWE) and ring-LWE has received major attention from both cryptographers and software-hardware designers alike, their module-LWE-based counterpart has remained comparatively under-explored in the literature. A recent work provides a module-LWE-based instantiation (MLWE-HE) of the Cheon-Kim-Kim-Song (CKKS) scheme and showcases several of its advantages such as parameter flexibility and improved parallelism. However, a primary limitation of this construction is the quadratic growth in the size of the relinearization keys. Our contribution is two-pronged: first, we present a new relinearization key-generation technique that addresses the issue of quadratic key size expansion by reducing it to linear growth. Second, we extend the application of MLWE-HE in a multi-group homomorphic encryption (MGHE) framework, thereby generalizing the favorable properties of the single-keyed HE to a multi-keyed setting as well as investigating additional flexibility attributes of the MGHE framework.

ePrint Report: Foundations of Single-Decryptor Encryption Fuyuki Kitagawa, Takashi Yamakawa Single decryptor encryption (SDE) is public key encryption (PKE) where the decryption key is an unclonable quantum state. Coladangelo, Liu, Liu, and Zhandry (CRYPTO 2021) realized the first SDE assuming subexponentially secure indistinguishability obfuscation (iO) and one-way functions (OWFs), along with the polynomial hardness of the learning with errors (LWE) assumption. Since then, SDE has played a pivotal role in recent advances in quantum cryptography. However, despite its central importance in unclonable cryptography, many fundamental questions about SDE remain unanswered. For example, a line of works has proposed various security notions for SDE, but their relationships have hardly been discussed. Moreover, while many subsequent works have adopted the construction methodology of Coladangelo et al., none have explored its improvement, leaving the possibility of a more efficient approach to SDE. In this work, we address these fundamental questions concerning SDE. Our contributions are threefold. New security notion: We introduce a strengthened indistinguishability-based security notion for SDE, which we call CPA+ anti-piracy security. We show that CPA+ security unifies the existing security notions for SDE, as detailed in the third item. New construction: We present an SDE scheme that satisfies CPA+ anti-piracy security, based solely on polynomially secure iO and OWFs. In addition to relying on weaker and more general assumptions, our SDE scheme offers a significant advantage over the scheme of Coladangelo et al., as both the construction and its security proof are much simpler. Relationships among security notions: We demonstrate that CPA+ anti-piracy security implies all existing security notions for SDE, with the sole exception of identical challenge ciphertext security proposed by Georgiou and Zhandry (EPRINT 2020). Although we do not establish a direct implication from CPA+ anti-piracy security to identical challenge ciphertext security, we provide a generic transformation from an SDE scheme satisfying the former to one achieving the latter in the quantum random oracle model. Additionally, we establish various relationships among different security notions for SDE. By combining these results with our SDE construction, we derive several new feasibility results.

ePrint Report: RoK and Roll – Verifier-Efficient Random Projection for $\tilde{O}(\lambda)$-size Lattice Arguments Michael Klooß, Russell W. F. Lai, Ngoc Khanh Nguyen, Michał Osadnik Succinct non-interactive arguments of knowledge (SNARKs) based on lattice assumptions offer a promising post-quantum alternative to pairing-based systems, but have until now suffered from inherently quadratic proof sizes in the security parameter. We introduce RoK and Roll, the first lattice-based SNARK that breaks the quadratic barrier, achieving communication complexity of $\tilde{O}(\lambda)$ together with a succinct verification time. The protocol significantly improves upon the state of the art of fully-succinct argument systems established by “RoK, Paper, SISsors” (RPS) [ASIACRYPT’24] and hinges on two key innovations, presented as reductions of knowledge (RoKs): – Structured random projections: We introduce a new technique for structured random projections that allows us to reduce the witness dimensions while approximately preserving its $\ell_2$ norm and maintaining the desired tensor structure. In order to maintain succinct communication and verification, the projected image is further committed and adjoined to the original relation. This procedure is recursively repeated until dimension of the intermediate witness becomes $\mathsf{poly}(\lambda)$, i.e. independent of the original witness length. – Unstructured random projection: When the witness is sufficiently small, we let the unstructured projection (over coefficients $\mathbb{Z}_q$) be sent in plain, as in LaBRADOR [CRYPTO’23]. We observe, however, that the strategy from prior works to immediately lift the projection claim to $\mathcal{R}_q$, and into our relation, would impose a quadratic communication cost. Instead, we gradually batch-and-lift the projection a the tower of intermediate ring extensions. This reduces the communication cost to $\tilde{O}(\lambda)$ while maintaining a succinct verification time. These two techniques, combined with existing RoKs from RPS, yield a succinct argument system with communication complexity $\tilde{O}(\lambda)$ and succinct verification for structured linear relations.

ePrint Report: Cymric: Short-tailed but Mighty Alexandre Adomnicăi, Wonseok Choi, Yeongmin Lee, Kazuhiko Minematsu, Yusuke Naito Authenticated encryption (AE) is a fundamental tool in today’s secure communication. Numerous designs have been proposed, including well-known standards such as GCM. While their performance for long inputs is excellent, that for short inputs is often problematic due to high overhead in computation, showing a gap between the real need for IoT-like protocols where packets are often very short. Existing dedicated short-input AEs are very scarce, the classical Encode-then-encipher (Bellare and Rogaway, Asiacrypt 2000) and Manx (Adomnic\u{a}i et al., CT-RSA 2023), using up to two block cipher calls. They have superior performance for (very) short inputs, however, security is up to $n/2$ bits, where $n$ is the block size of the underlying block cipher. This paper proposes a new family of short-input AEs, dubbed Cymric, which ensures beyond-birthday-bound (BBB) security. It supports a wider range of input space than EtE and Manx with the help of one additional block cipher call (thus three calls). In terms of the number of block cipher calls, Cymric is the known minimum construction of BBB-secure AEs, and we also prove this is indeed minimal by presenting an impossibility result on BBB-secure AE with two calls. Finally, we show a comprehensive benchmark on microcontrollers to show performance advantage over existing schemes.

ePrint Report: All Proof of Work But No Proof of Play Hayder Tirmazi Speedrunning is a competition that emerged from communities of early video games such as Doom (1993). Speedrunners try to finish a game in minimal time. Provably verifying the authenticity of submitted speedruns is an open problem. Traditionally, best-effort speedrun verification is conducted by on-site human observers, forensic audio analysis, or a rigorous mathematical analysis of the game mechanics1. Such methods are tedious, fallible, and, perhaps worst of all, not cryptographic. Motivated by naivety and the Dunning-Kruger effect, we attempt to build a system that cryptographically proves the authenticity of speedruns. This paper describes our attempted solutions and ways to circumvent them. Through a narration of our failures, we attempt to demonstrate the difficulty of authenticating live and interactive human input in untrusted environments, as well as the limits of signature schemes, game integrity, and provable play.

ePrint Report: Tightly Secure Public-Key Encryption with Equality Test Supporting Flexible Authorization in the Standard Model Yi-Fan Tseng, Yi-Jiin Lu, Tien-Lin Tsai, Zi-Yuan Liu We introduce a novel Public Key Encryption with Equality Test supporting Flexible Authorization scheme offering User-Level, Ciphertext-Level, and User-Specific-Ciphertext-Level authorizations. Notably, our construction achieves security under the Decisional Diffie-Hellman assumption with a tight reduction, whereas the existing works are either not tightly secure or rely heavily on the random oracles. By relying solely on the standard DDH assumption, our scheme offers practical implementation without specialized cryptographic structures.

ePrint Report: Hobbit: Space-Efficient zkSNARK with Optimal Prover Time Christodoulos Pappas, Dimitrios Papadopoulos Zero-knowledge succinct non-interactive arguments (zkSNARKs) are notorious for their large prover space requirements, which almost prohibits their use for really large instances. Space-efficient zkSNARKs aim to address this by limiting the prover space usage, without critical sacrifices to its runtime. In this work, we introduce Hobbit, the only existing space-efficient zkSNARK that achieves optimal prover time $O(|C|)$ for an arithmetic circuit $C$. At the same time, Hobbit is the first transparent and plausibly post-quantum secure construction of its kind. Moreover, our experimental evaluation shows that Hobbit outperforms all prior general-purpose space-efficient zkSNARKs in the literature across four different applications (arbitrary arithmetic circuits, inference of pruned Multi-Layer Perceptron, batch AES128 evaluation, and select-and-aggregate SQL query) by $\times$8-$\times$$56$ in terms or prover time while requiring up to $\times$23 less total space. At a technical level, we introduce two new building blocks that may be of independent interest: (i) the first sumcheck protocol for products of polynomials with optimal prover time in the streaming setting, and (ii) a novel multi-linear plausibly post-quantum polynomial commitment that outperforms all prior works in prover time (and can be tuned to work in a space-efficient manner). We build Hobbit by combining the above with a modified version of HyperPlonk, providing an explicit routine to stream access to the circuit evaluation.

ePrint Report: Highly Scalable Searchable Symmetric Encryption for Boolean Queries from NTRU Lattice Trapdoors Debadrita Talapatra, Sikhar Patranabis, Debdeep Mukhopadhyay Searchable symmetric encryption (SSE) enables query execution directly over sym- metrically encrypted databases. To support realistic query executions over encrypted document collections, one needs SSE schemes capable of supporting both conjunctive and disjunctive keyword queries. Unfortunately, existing solutions are either practi- cally inefficient (incur large storage overheads and/or high query processing latency) or are quantum-unsafe. In this paper, we present the first practically efficient SSE scheme with fast con- junctive and disjunctive keyword searches, compact storage, and security based on the (plausible) quantum-hardness of well-studied lattice-based assumptions. We present NTRU-OQXT – a highly compact NTRU lattice-based conjunctive SSE scheme that outperforms all existing conjunctive SSE schemes in terms of search latency. We then present an extension of NTRU-OQXT that additionally supports disjunctive queries, we call it NTRU-TWINSSE. Technically, both schemes rely on a novel oblivious search protocol based on highly optimized Fast-Fourier trapdoor sampling algorithms over NTRU lattices. While such techniques have been used to design other cryptographic primitives (such as digital signatures), they have not been applied before in the context of SSE. We present prototype implementations of both schemes, and experimentally val- idate their practical performance over a large real-world dataset. Our experiments demonstrate that NTRU-OQXT achieves 2× faster conjunctive keyword searches as compared to all other conjunctive SSE schemes (including the best quantum-unsafe conjunctive SSE schemes), and substantially outperforms many of these schemes in terms of storage requirements. These efficiency benefits also translate to NTRU- TWINSSE, which is practically competitive with the best quantum-unsafe SSE schemes capable of supporting both conjunctive and disjunctive queries.

ePrint Report: Ring-LWR based Commitments and ZK-PoKs with Application to Verifiable Quantum-Safe Searchable Symmetric Encryption Debadrita Talapatra, Nimish Mishra, Debdeep Mukhopadhyay Prior research on ensuring trust in delegated computation through lattice-based zero-knowledge proofs mostly rely on Learning-With-Errors (LWE) assumption. In this work, we propose a zero-knowledge proof of knowledge using the Ring Learning with Rounding (RLWR) assumption for an interesting and useful class of statements: linear relations on polynomials. We begin by proposing, to the best of our knowledge, the first efficient commitment scheme in literature based on the hardness of RLWR assumption. We establish two properties on RLWR that aid in the construction of our commitments: (i) closure under addition with double rounding, and (ii) closure under multiplication with a short polynomial. Building upon our RLWR commitment scheme, we consequently design a RLWR based $\Sigma_2$ protocol for proving knowledge of a single committed message under linear relations with public polynomials. As an use-case of our proposed $\Sigma_2$ protocol, we showcase a construction of a quantum-safe Searchable Symmetric Encryption (SSE) scheme by plugging a prior LWR based SSE scheme from (EuroS&P 2023) with our $\Sigma_2$ protocol. Concretely, using our $\Sigma_2$ protocol for linear relations, we prove the correctness of an encrypted search result in a zero-knowledge manner. We implement our verifiable SSE framework and show that the overhead of an extra verification round is negligible ($0.0023$ seconds) and retains the asymptotic query execution time complexity of the original SSE scheme. Our work establishes results on zero-knowledge proof systems that can be of independent interest. By shifting the setting from RLWE to RLWR, we gain significant (i) efficiency improvements in terms of communication complexity by $O(M)$ (since some prior works on RLWE require rejection sampling by a factor of $M$), as well as (ii) very short proof size ($8.4$ KB) and tighter parameters (since RLWR does not explicitly manipulate error polynomials like RLWE).

Job Posting: Temporary Research Assistant Position at KISON Group Universitat Oberta de Catalunya (UOC) We’re looking for a motivated individual to join the KISON research group as a temporary research assistant. The role involves working on tasks related to cryptography and privacy-enhancing technologies. If you have an interest in cutting-edge research in security and privacy, we’d love to hear from you! Apply here: https://selection.uoc.edu/web/offersjob/offerdetails.aspx?offerID=7AEF220E729D78B226BA96C7B4C4059A5ECD9AE0846AB024E66E32BE291A123B For questions or more information, feel free to contact m_mahdavi@uoc.edu or Dr. Helena Rifà Pous hrifa@uoc.edu. Closing date for applications: Contact: Helena Rifà Pous More information: https://selection.uoc.edu/web/offersjob/offerdetails.aspx?offerID=7AEF220E729D78B226BA96C7B4C4059A5ECD9AE0846AB024E66E32BE291A123B

Job Posting: Quantum Cybersecurity Engineer LuxQuantum, Esch-sur-Alzette, Luxembourg Company Overview We’re LuxQuantum, a dynamic startup tackling the exciting and complex challenges in quantum cybersecurity. Our goal is to build innovative solutions that address interoperability bottlenecks in quantum communications by seamlessly integrating quantum key distribution (QKD) and post-quantum cryptography (PQC). We’re looking for someone to join our small team—not just as a colleague but as a friend—to help lead this mission. We’re more than a company; we’re a team of innovators, learners, and dreamers. If you want to explore cutting-edge technology with people who genuinely enjoy working together, we’d love to meet you! Role Overview As a Quantum Cybersecurity Engineer, you’ll play a key role in developing solutions to tackle interoperability issues in quantum cybersecurity. Think of yourself as both a problem-solver and a collaborator, directly contributing to the creation of leading-edge quantum cybersecurity solutions in an environment where every voice matters. Closing date for applications: Contact: contact@luxquantum.lu More information: https://www.siliconluxembourg.lu/quantum-cybersecurity-engineer-luxquantum/

Job Posting: PhD Student in 5G and Next Generation Communication Security University of Sheffield We are offering a Ph.D. Opportunities at the University of Sheffield, UK. The candidates will have opportunities to work in Sheffield (UK). Requirements for Ph.D. Position • Completed Master’s degree (or equivalent) at a top university in information security, computer science, applied mathematics, electrical engineering, or a similar area • Research experience (such as publishing papers as a first author in reputable venues) • Self-motivated, reliable, creative, can work in a team and want to do excellent research on challenging scientific problems with practical relevance. Desire to publish at top venues (CORE rank A*/A) for information security/applied cryptography (e.g., TDSC, TIFS, S&P, CCS, NDSS, USENIX SEC), ideally on security protocols and secure computation How to apply? Please send me your CV with detailed information. For the Postdoc position, please send three of your best papers. Contact: Dr Prosanta Gope (p.gope@sheffield.ac.uk) Closing date for applications: Contact: Dr Prosanta Gope (p.gope@sheffield.ac.uk) Closing date for applications: Contact: Dr. Prosanta Gope (p.gope@sheffield.ac.uk)

Job Posting: Ph.D. student Indraprastha Institute of Information Technology Delhi I am looking for a motivated and curious student to join my group as a PhD student in the area of cryptanalysis of symmetric ciphers. The research will span classical and quantum cryptanalysis, with intersections in machine learning and cipher design. You are expected to have a strong background in Computer Science or related fields, solid programming skills (C, C++, Python, etc.), and basic knowledge of cryptography and algorithms. Familiarity with Cryptographic tools (SageMath, PyCryptodome, etc.) and exposure to ML is desirable. You should have a B.Tech/M.Tech (Computer Science or IT) from a recognized institution. CSIR/UGC JRF would be preferable. Stipend will be as per institute norms (INR 60,000 per month, including HRA). How to apply: Send an email attached with your CV and transcripts/mark sheets to ravi.anand@iiitd.ac.in, with the subject line “Position — PhD” by July 15, 2025. Closing date for applications: Contact: Ravi Anand (ravi.anand@iiitd.ac.in), IIIT Delhi, New Delhi, India More information: https://docs.google.com/document/d/1c_wEWSDtR0irAz4T29HAl3o2AWqLZmoWjFtzOJETjQQ/edit?tab=t.0

ePrint Report: May the Force $\textit{not}$ Be with you: Brute-Force Resistant Biometric Authentication and Key Reconstruction Alexandra Boldyreva, Deep Inder Mohan, Tianxin Tang The use of biometric-based security protocols is on the steep rise. As biometrics become more popular, we witness more attacks. For example, recent BrutePrint/InfinityGauntlet attacks showed how to brute-force fingerprints stored on an Android phone in about 40 minutes. The attacks are possible because biometrics, like passwords, do not have high entropy. But unlike passwords, brute-force attacks are much more damaging for biometrics, because one cannot easily change biometrics in case of compromise. In this work, we propose a novel provably secure Brute-Force Resistant Biometrics (BFRB) protocol for biometric-based authentication and key reconstruction that protects against brute-force attacks even when the server storing biometric-related data is compromised. Our protocol utilizes a verifiable partially oblivious pseudorandom function, an authenticated encryption scheme, a pseudorandom function, and a hash. We formally define security for a BFRB protocol and reduce the security of our protocol to the security of the building blocks. We implement the protocol and study its performance for the ND-0405 iris dataset.

ePrint Report: A Generalized Approach to Root-based Attacks against PLWE Iván Blanco Chacón, Raúl Durán Díaz, Rodrigo Martín Sanchez-Ledesma The Polynomial Learning With Errors problem (PLWE) serves as the background of two of the three cryptosystems standardized in August 2024 by the National Institute of Standards and Technology to replace non-quantum resistant current primitives like those based on RSA, Diffie-Hellman or its elliptic curve analogue. Although PLWE is highly believed to be quantum resistant, this fact has not yet been established, contrariwise to other post-quantum proposals like multivariate and some code based ones. Moreover, several vulnerabilities have been encountered for a number of specific instances. In a search for more flexibility, it becomes fully relevant to study the robustness of PLWE based on other polynomials, not necessarily cyclotomic. In 2015, Elias et al found a good number of attacks based on different features of the roots of the polynomial. In the present work we present an overview of the approximations made against PLWE derived from this and subsequent works, along with several new attacks which refine those by Elias et al. exploiting the order of the trace of roots over finite extensions of the finite field under the three scenarios laid out by Elias et al., allowing to generalize the setting in which the attacks can be carried out.