International Association for Cryptologic Research

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27 April 2026

Flavio Bergamaschi
ePrint Report ePrint Report
In modern computing workloads, performance is increasingly constrained not by computation, but by the cost of moving data. This shift reflects both the scale and structure of contemporary applications, in which large data sets are subjected to repeated transformations across memory hierarchies, interconnects and distributed systems. A similar pattern appears across domains including fully homomorphic encryption, post-quantum cryptography and artificial intelligence: intermediate representations are repeatedly transformed and exchanged, and their movement rather than the arithmetic itself is what governs system efficiency.

This paper examines Compute-in-Transit as an architectural model in which computation is applied during data movement, embedding transformations along the data path rather than at discrete processing nodes. Rather than treating communication and computation as separate processes, this model aligns computation with dataflow, reducing the need for intermediate storage and repeated transfers. While the underlying idea has been explored in prior work, its practical realisation has been constrained by electronic architectures. Photonics provides a distinct approach, enabling transformations to be performed directly on signals in transit and offering a path toward systems in which computation is applied as data moves rather than after it is transported.
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Can Aknesil, Andreas Lindner, Roberto Guanciale, Hamed Nemati
ePrint Report ePrint Report
Transient execution attacks that disclose arbitrary memory commonly assume a multi-stage read-then-transmit gadget: a transient load to fetch secret data and a subsequent operation to leak that data into an observable side channel. We show that this assumption does not hold under electromagnetic (EM) observations, by verifying that a single transient load already produces value-dependent EM leakage without any explicit follow-up transmission instruction or relying on prefetching. Our results expand the set of exploitable gadgets and show that even simple processors like the Cortex-A53 are vulnerable.
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Yuxi Xue, Xingye Lu, Man Ho Au
ePrint Report ePrint Report
A verifiable shuffle proves that a list of output ciphertexts is a rerandomized permutation of a list of input ciphertexts, without revealing either the permutation or the rerandomization factors. Verifiable shuffles are a core primitive in mix-nets and are deployed in national electronic voting systems and blockchain-based anonymization protocols. Existing deployed verifiable shuffles typically have proof size $O(N)$ or $O(\sqrt{N})$ in the number of ciphertexts $N$, making shuffle proofs a primary bandwidth cost. The only prior construction with $O(\log N)$ proof size (Hoffmann et al., CCS 2019) requires roughly $30N$ prover and $10N$ verifier group exponentiations, with a proof consisting of $6\log N + 8$ group elements and 4 field elements.

In this paper, we present a new verifiable shuffle for ElGamal ciphertexts whose proof consists of $2\log N + 8$ group elements and 8 field elements, reducing the prover and verifier costs of Hoffmann et al. to $15N$ and $6N$ group exponentiations, respectively. Our protocol is public-coin, non-interactive via the Fiat-Shamir transform, and relies on an updatable structured reference string generated once in a powers-of-tau ceremony and reusable across applications.

We implement the protocol and, to the best of our knowledge, provide the first benchmarks for a verifiable shuffle with logarithmic proof size. At \(N = 2^{20}\) (about one million ciphertexts), the proof is only \(2.5\,\mathrm{KB}\), compared with hundreds of kilobytes for the best \(O(\sqrt{N})\)-size scheme and hundreds of megabytes for representative \(O(N)\)-size schemes.
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Enis Golaszewski, Neal Krawetz, Alan T. Sherman, Edward Zieglar, Sai K. Matukumalli, Roberto Yus, Carson L. Kegley, Michael Barthel, William Bowman, Bharg Barot, Kaur Kullman
ePrint Report ePrint Report
Generative AI and advanced editing tools enable malicious actors to create high-quality fake images that can facilitate fraud, attack reputations, and manipulate elections. We analyze security proper- ties of the Coalition for Content Provenance and Authenticity (C2PA) digital provenance system. C2PA binds cryptographic assertions of provenance to a digital asset, with the goal of assisting users to judge the asset’s provenance. When generating or modifying a digital asset, a C2PA claim generator (e.g., camera) creates and signs provenance data. Using a trusted timestamping authority the generator optionally timestamps them and places them into a manifest of claims.

We analyze three C2PA components: specifications (Version 2.2), selected claim validator implementations, and conformance pro- gram (Version 0.1). For the specifications, we state the security goals specified by C2PA (i.e., tamper-evidence of claims and weak file integrity) and identify additional essential goals that should be re- quired (i.e., timestamp agreement, validator consistency, and strong file integrity). We review major policies (e.g., validation logic, certifi- cate revocation), examine the protocol’s composition with RFC 3161 trusted timestamps, and carry out the first formal-methods analysis of the core protocol. For the implementations, we identify security flaws through validation experiments using public C2PA assets and ones we created. For the conformance program, we review avail- able public conformance documents and assess two conforming validators: Adobe Inspect and Verifieddit.

We show that the C2PA specifications and their conforming im- plementations fail to achieve their claimed security goals. Further- more, they also fail to achieve essential additional goals, which all such provenance systems require for trustworthy deployment. First, our formal-methods analysis shows that C2PA claim generators and validators fail to agree on the claim signature’s trusted timestamp. Consequently, a claim may exist with competing, fraudulent times- tamps, which cast doubt on the related asset’s provenance. Second, we show that the specification’s inadequate certificate revocation policies result in serious vulnerabilities, violating all security goals. As a result, public validators, including Adobe Inspect, accept C2PA manifests signed by known, compromised Nikon certificates. Third, our experiments reveal inconsistencies among current conforming validator implementations. For some assets, implementations fail to produce the same validation result: users who rely on these imple- mentations may arrive at contradictory conclusions regarding an asset’s provenance. Fourth, we discuss implications of the specifica- tion’s “exclusion range,” which identifies portions of the content and manifest that are not protected by the cryptographic signature, allowing undetectable alterations which can mislead analysts. Fifth, the C2PA conformance program certifies products without carrying out a technical review of the product, including the source code, and without defining security requirements for conforming validators.

Our results show that the specifications and the current imple- mented C2PA ecosystem do not yet provide the guarantees required for reliable deployment or standards adoption. We suggest ways to strengthen C2PA, including a verified improvement to the core protocol’s timestamping. The Pixel 10 Pro and Version 2.3 of the specifications implemented some of our suggestions.
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Alexandre Camelin, Thai Hung Le, Brice Minaud, Phong Q. Nguyen, Florian Tousnakhoff
ePrint Report ePrint Report
The X24 multivariate signature scheme was introduced by Di Muzio, Feussner, and Semaev at PQCrypto 2026. It offers remarkably short signatures, together with a new design approach for multivariate signatures that departs from the typical UOV and HFE frameworks.

In this work, we present an efficient cryptanalysis of X24. Our attack recovers the secret key from the public key in time $O(q \cdot \mathsf{poly}(n))$, where $n$ is the number of field elements in the signature, and $q$ is the order of the finite field. An implementation of the attack recovers the secret key in a few minutes on the full X24 parameters.

The attack makes essential use of the exterior algebra, and shows a different way of using that algebra for multivariate cryptanalysis, compared to the wedge attack introduced by Ran at Eurocrypt 2026. Another notable feature of the attack is that it eventually reduces the cryptanalysis of X24 to the cryptanalysis of a McEliece variant using Generalized Reed-Solomon codes, drawing an unexpected connection between multivariate and code-based cryptanalysis.
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Yijian Liu, Jiangxia Ge, Yu Zhang, Jiabo Wang, Xianhui Lu
ePrint Report ePrint Report
Many lattice-based encryption schemes allow a negligible but nonzero decryption failure rate (DFR), which is closely tied to both correctness and security through failure-based attacks. Several module-lattice constructions (e.g., LAC (NIST PQC Round-2), DAWN (ASIACRYPT 2025), average-case noise analysis in FHE) estimate DFR from one-coordinate marginals together with an independence approximation across the coefficients of polynomial products, namely that treats the noise as uniformly distributed on a sphere. In the rare-event regime relevant to concrete security, this approximation can be optimistic because polynomial convolution introduces structured dependencies with no analogue in unstructured lattice settings. Geometrically, the noise spreads towards a cube rather than a sphere due to the inherent dependencies.

To make this effect explicit, we study polynomial products in the power-of-two cyclotomic ring through a norm-wise decomposition. The decomposition separates an outer term (corresponding to the radius of the sphere), which is effectively captured by coefficient-wise models, and an inner term (representing the uneven parts of the spherical surface), which is shown as a diagonal energy term and accounts for the convolution-induced dependencies. This gives an exact algebraic explanation for the heavier tails observed in polynomial products and for the resulting gap between independence-based estimates and actual failure behavior.

This perspective has consequences for both attacks and design. On the attack side, it gives a principled proxy criterion for constructing high-DFR candidate ciphertexts in failure-based attacks. In particular, it explains how the attack of Guo et al. (ASIACRYPT 2019) can target LAC even when the Hamming weights are fixed, and it improves failure-finding efficiency by identifying the underlying class of bad randomness pairs beyond pattern-based subsets. On the design side, it motivates trimming high-dependency samples during key generation and encryption. We first give a certified trimmed DFR bound based on conditional spectral control, then isolate a separate labeled three-vector heuristic for calibrated interpretation, and finally validate both layers on exact-support and moderate-dimension experiments. We formalize the resulting approach as the generic frameworks TrimPKE and TrimKEM, prove security in the QROM while accounting for rejection, and instantiate the framework for LAC and DAWN as case studies.
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26 April 2026

University of Sydney, Australia
Job Posting Job Posting

Looking for two motivated PhD students to work on efficient post-quantum cryptography: quantum-resistant protocols that are provably secure, efficient, and relevant to blockchains, cloud services, secure computation, and privacy-preserving applications.

Possible directions:

Lattice-based cryptography, post-quantum threshold cryptography, blockchain protocols, secure multiparty computation, and post-quantum threshold cryptography. The work is theory-driven, with opportunities for prototypes and benchmarking.

The students will be supervised by Dr Sri AravindaKrishnan Thyagarajan and will be part of the Cybersecurity Research Cluster and SACT group in the School of Computer Science.

Funding:

The positions are funded for 3.5 years: AUD 42,754 per year, tuition fees, conference travel, and equipment support. The positions are in person. Start date is flexible in 2026 or 2027. Applications are rolling until filled. Optional paid teaching may be available.

Candidate profile:

Applicants should have, or expect to obtain, a Bachelor’s degree with first-class Honours or equivalent, or a Master’s degree. Prior crypto research experience is preferred. Strong TCS or maths candidates are encouraged.

Relevant background includes cryptography, algorithms, probability, complexity theory, number theory, lattices, and blockchains.

How to apply

Email with your CV, transcripts, a 200–300 word motivation and interests, and relevant thesis, publication, and referees.

Closing date for applications:

Contact: aravind[dot]thyagarajan[at]sydney[dot]edu[dot]au

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Pontificia Universidad Católica de Chile (UC)
Job Posting Job Posting
The new positions in Computer Security and Privacy should conduct research in topics such as Computer Security and Privacy, including but not limited to cybersecurity, cryptography, privacy, data and integrity protection, computernetwork security, information technology security, software and application security, blockchain and smart contracts, computer forensics, intrusion detection and malware mitigation, security services and processes, security in hardware, human and societal aspects of security and privacy, among others. Requirements Applicants must have earned a Ph.D. degree in Computer Science, Cryptography, Cybersecurity, or a closely related field, with research experience in security and privacy, at the time of hiring. Applicants pursuing the Ph.D. in the mentioned areas will be considered. Due to the nature of our School the applicant will have the opportunity and should be willing to work collaboratively with other Departments in the School of Engineering. Previouspostdoctoral or international academic experience should be stated in the application. Candidates do not need to be fluent in Spanish at the time of application, but should be prepared to learn the language well enough to teach in Spanish in the short term (two years maximum). Fluency in English is a requirement. Applicants must demonstrate a strong commitment to all aspects of academic life and public good of the institution. They must be highly motivated to continuously improve their teaching skills, have a genuine interest in getting involved with our graduate programs (specially the doctoral program) and be able to develop and maintain an active research agenda leading to high quality publications, securing research grants, generating and participating in interdisciplinary projects, leading scientific and industry-liaison initiatives, strengthening and creating national and international academic networks, etc. Applicants should submit their application through the website: https://tinyurl.com/2s3s6e2d

Closing date for applications:

Contact: [email protected] Additional information can be obtained by emailing the Department Chair, Dr. Valeria Herskovic ([email protected])

More information: https://dcc.ing.uc.cl/departamento/vacantes-academicas/

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IBM Research Zurich
Job Posting Job Posting
Lattice-Based Zero-Knowledge Proofs Ref. 2026_013 About the position The cryptography group at IBM Research in Zurich is looking to hire a Ph.D. student to work on constructions and applications of lattice-based zero knowledge proofs. The group is one of the world-leaders in quantum-safe cryptography research and has significantly contributed to all three lattice-based NIST quantum-safe standards. Our current research emphasis is on practical zero-knowledge proofs based on the same foundations and their application to privacy-preserving cryptography. A motivated researcher should find this to be a very exciting environment to work in. A strong background in (applied) mathematics and some experience with cryptography is desirable. Additionally, the ideal candidate is someone who has a strong interest in high-performance implementations on modern CPU and/or GPU architectures. Zurich is consistently ranked as one of the top cities for living standards and the immediate proximity of lakes and mountains to the lab allows for the pursuit of numerous hobbies. Please apply via our career webpage: https://www.zurich.ibm.com/careers/2026_013.html

Closing date for applications:

Contact: https://www.zurich.ibm.com/careers/2026_013.html

More information: https://www.zurich.ibm.com/careers/2026_013.html

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24 April 2026

Ferran Alborch, Tangi De Kerdrel, Antonio Faonio, Melek Önen
ePrint Report ePrint Report
This paper studies privacy-preserving data analytics in settings where multiple parties hold sensitive datasets and want to compute global statistics without revealing their data. We focus on computing the total number of common elements (cardinality of intersections) across multiple pairs of datasets, while ensuring that only the final aggregated result is disclosed and no intermediate information (such as individual intersections) is leaked. To address this problem, we introduce a new cryptographic primitive called outsourced cardinality private set intersection with secret-shared outputs (CaOPSI-SS). Our solution is extremely simple and uses pseudorandom functions and two non-colluding servers to offload computation, making it suitable for environments with heterogeneous resources. Building on this primitive, we design a protocol for aggregated pairwise analytics that computes the sum of intersection cardinalities across many parties. We apply our framework to a real-world use case: privacy-preserving mail analytics in large organizations with multiple subsidiaries. The system allows useful fine-grained queries over email logs while protecting sensitive HR data. We also extend the solution with differential privacy mechanisms to further protect individual records. Finally, we implement and evaluate the protocol, showing its scalability and practicality for large datasets. Our solution enables parties to obliviously offload their datasets to two non-colluding servers using pseudorandom functions and further execute a circuit-PSI among these two servers to obtain secret shares of the output.
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Kanav Gupta, Gabriel Kaptchuk, Ian Miers
ePrint Report ePrint Report
Secure backups are the Achilles' Heel of the E2EE ecosystem if they do not provide the same strong security properties as the E2EE messaging systems they support. They constitute a set of servers that, if compromised, would expose nearly all user messages. Unfortunately, state-of-the-art and deployed secure backup systems fail to consider forward secrecy and post-compromise security of these servers as first-order design constraints. Additionally, some proposals, in limited deployment, implicitly rely on the PKIs of trusted execution environments in order to provide security, creating a small number of keys whose compromise would be catastrophic.

We develop an elegant, efficient, and simple secure backup system that naturally addresses these issues by regularly rotating backup servers, each of which samples independent key material. To make this approach scalable, we design a silent backup procedure, reducing server load compared to state-of-the-art designs while providing improved security. Our design can be trivially extended to incorporate \emph{social key recovery}, enabling more flexible deployment configurations. We carefully prove the security of our construction and benchmark it to show that it is deployment-ready. Our approach works on commodity hardware making it deployable without the resources needed for WhatsApp or Apple's Encrypted Backups.
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Sayani Sinha, Sikhar Patranabis, Debdeep Mukhopadhyay
ePrint Report ePrint Report
Distributed symmetric-key encryption (DiSE), introduced in CCS' 18 enables threshold versions of traditional (symmetric-key) authenticated encryption. In DiSE, the long-term master secret key is secret-shared among multiple parties following a threshold access structure, and both encryption and decryption are performed in a distributed manner. An adaptively secure DiSE, introduced in INDOCRYPT' 20 tolerates adaptive corruptions of the key-holding parties for arbitrary thresholds, while simultaneously retaining efficient encryption and decryption. Unfortunately, all existing instances of adaptively secure DiSE are either quantum-broken (due to their inherent-reliance on discrete log-hard groups), or incur exponential (in the number of parties) online overheads for encryption/decryption.

In this paper, we present EQuADiSE -- the first practically efficient, adaptively secure, and plausibly post-quantum construction of DiSE based on the Module Learning with Rounding (MLWR) assumption in the Quantum Random Oracle model (QROM). EQuADiSE is the first adaptively secure quantum-safe instance of DiSE that incurs linear (in the number of parties) encryption/decryption overheads. As a core technical tool of independent interest, we introduce an MLWR-based distributed pseudorandom function (DPRF) that enjoys adaptive security in the QROM and practically outperforms all existing adaptively secure DPRF constructions in terms of online evaluation time.

We present experimental evaluations demonstrating that EQuADiSE achieves higher online throughput than all prior realizations of DiSE, including quantum-broken realizations based on discrete log-hard groups.
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Gia Phat Dang, Weisheng Si, Belal Alsinglawi, Jim Basilakis
ePrint Report ePrint Report
While quantum computing technologies are revolutionising key industries, distributed quantum hard- ware services are dominated by quantum providers such as IBM, Google, and AWS. It raises critical data security concerns across sectors such as banking, defence, and healthcare. To address this issue, Quantum Homomorphic Encryption (QHE) has emerged as a solution that enables computations on encrypted quantum data while preserving privacy. Despite its promise, deploying QHE remains challenging due to circuit complexity and the noise in today’s quantum systems. In this work, we confront these barriers directly by implementing QHE on Noisy Intermediate-scale Quantum (NISQ) devices using the Variation of Gate Teleportation (VGT) scheme. In particular, we focus on implementing the CCZ gate, a key non-Clifford gate that makes a quantum gate set universal when combined with Clifford gates. By leveraging the techniques from the Classical Quantum Circuit (CQC)- QHE framework proposed by Ortega et al. in 2025, our implementation reduces computational cost and improves resource efficiency. As a result, our approach can support 7 qubits and 14 T-gates in the circuit without large errors, improving on existing QHE implementations.
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Borja Gomez
ePrint Report ePrint Report
Trapdoor constructions are an active research area in Multivariate Cryptography. The presented work studies trapdoors based on factor decomposition in algebraic structures, with emphasis on polynomial rings over $F_p$. The main contribution is the formulation of a general property: if an algebraic structure admits a hidden factor decomposition then this property can be used as a trapdoor principle. Based on this approach, two constructions are given: one signature scheme and one encryption scheme.
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23 April 2026

Jianting Zhang, Alberto Sonnino, Lefteris Kokoris-Kogias, Aniket Kate
ePrint Report ePrint Report
Modern Byzantine fault-tolerant state machine replication (BFT SMR) systems adopt a decoupled BFT consensus process to separate data dissemination from transaction ordering as it enables efficient (asynchronous) dissemination even when ordering fails intermittently under partial synchrony. Nevertheless, they may still suffer from high transaction confirmation latency as the transaction-execution process waits for the ordering process to complete: when the ordering process stalls, the execution process does not proceed even when transactions are disseminated.

We propose Pufferfish, the first BFT SMR system that effectively masks intermittent ordering failures in practice. Pufferfish introduces a pre-commi execution scheme that enables replicas to speculatively execute transactions even during the ordering process stalls. These pre-commit execution results can be directly committed, if correct, when the ordering failures are resolved. To achieve this, Pufferfish builds an adaptive probabilistic speculation mechanism on top of a DAG-based BFT consensus protocol, enabling replicas to predict and speculatively execute transactions ahead of confirmed ordering. Additionally, Pufferfish adopts a commit-aware snapshot mechanism to minimize the overhead of transaction re-execution in cases of speculation failures. To demonstrate the effectiveness of Pufferfish, we implement and evaluate it on a geo-distributed AWS environment. The evaluation results show that Pufferfish achieves faster recovery and 1.36x speedup on the p99 transaction confirmation latency compared to the state-of-the-art BFT SMR in the presence of ordering failures. Even under normal execution, Pufferfish can achieve a 1.58x speedup on transaction confirmation latency under a transaction workload of 80k tps.
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Alessandro Annechini, Alessandro Barenghi, Gerardo Pelosi
ePrint Report ePrint Report
Cryptography based on error correction codes has gained significant interest due to its ability to provide security against both classical and quantum adversaries. In 2025, the U.S. National Institute of Standards and Technology selected the Hamming Quasi-Cyclic (HQC) key encapsulation mechanism for standardization. A key aspect of HQC is the possibility of decryption failures, which reveal information about the private key. To address this issue, the HQC authors developed a probabilistic model for the decoding failure rate (DFR) of the underlying error-correcting code, and adjusted the cryptosystem parameters to thwart attacks based on decryption failures. However, the DFR model relies on the assumption of independence between coordinates of the error vector, which does not hold in HQC. This approximation yields conservative DFR estimates in regimes where failure probabilities can be simulated, and it is hypothesized to remains conservative for cryptographic-grade parameter sets. In this work, we eliminate the independence assumptions and derive a new closed-form DFR model for HQC. We demonstrate that the previous approximation remains conservative in the cryptographic regime and that HQC's current decoding failure rates are lower than the required ones. We describe optimization techniques that enable our probabilistic model to serve as a parameter-tuning tool, and demonstrate how the size of HQC public keys and ciphertexts can be slightly reduced without compromising security.
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Michele Orru, Lindsey Tulloch, Victor Snyder-Graf, Ian Goldberg
ePrint Report ePrint Report
We introduce a new software stack in Rust aimed at simplifying constructions and deployments of protocols based on modern anonymous credential systems.

The stack, called sigma-rs, through its layered design, abstracts cryptographic complexity while remaining flexible enough to support a range of credential schemes, proofs, and access policies. It emphasizes misuse resistance via type safety, domain separation, and prover-state discipline, and supports side-channel-aware constant-time strategies.

We evaluate practicality through re-implementations of Tor’s Lox bridge distribution protocols and of user authentication in the Open Observatory for Network Interference.
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Kaijie Jiang, Hoeteck Wee, Chenzhi Zhu
ePrint Report ePrint Report
We present the first lattice-based, partially non-interactive threshold signature scheme that tolerates the adaptive corruption of up to $T-1$ signers, where $T$ is the signing threshold. Our construction relies on the MSIS and MLWE assumptions, and has two rounds, of which only the second is message-dependent. We substantially improve upon prior adaptively secure lattice-based schemes (CRYPTO '24 and EUROCRYPT '26), which require at least two message-dependent rounds. Compared to prior lattice-based partially non-interactive assumptions (CRYPTO '24, S\&P '25, CRYPTO '25), we achieve better communication complexity in addition to stronger security guarantees.
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Rishab Goyal, Saikumar Yadugiri
ePrint Report ePrint Report
We present the first Distributed Broadcast Encryption (DBE) scheme from falsifiable lattice assumptions that achieves adaptive security with optimal parameters (short public/secret keys and ciphertexts). Our construction enjoys transparent setup and offers flexible instantiation: we achieve a succinct CRS in the Random Oracle Model, or a long CRS in the standard model. Previously, no lattice-based DBE simultaneously achieved adaptivity and optimal parameters in either setting.

To achieve this, we introduce a new methodology for proving adaptive security: $\textit{Equivocal Encryption Systems}$. This framework operates in two indistinguishable modes: a 'real' mode utilizing standard algorithms, and a 'fake' mode where keys and ciphertexts are jointly sampled with auxiliary trapdoors, enabling the dynamic equivocation of ciphertexts to arbitrary challenge values. While our approach is technically distinct from the celebrated Dual System Encryption (Waters, CRYPTO'09), we believe it could serve as a similarly powerful paradigm for realizing adaptive security across a broad class of lattice-based encryption systems.
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Gia Phat Dang, Weisheng Si, Belal Alsinglawi, Jim Basilakis
ePrint Report ePrint Report
Quantum Homomorphic Encryption (QHE) addresses Quantum Cloud Computing (QCC) security concerns by ensuring the privacy of a client’s data and algorithms when outsourced to untrusted third-party quantum servers. However, current QHE schemes face significant challenges: scaling computational resources introduces overhead and hardware noise, degrading accuracy and compromising security. This paper imple- ments and analyses a non-interactive AUX-QHE scheme that employs pre-generated auxiliary states for universal computation. We identify three critical computational bottlenecks: exponential growth in auxiliary state count, complex homomorphic evaluation, and extensive symbolic key updates. Through experimental evaluation on IBM Quantum hardware, we quantify the impact of NISQ noise on AUX-QHE performance and establish practical resource thresholds for deployment. Our results bridge the gap between theoretical QHE frameworks and their practical implementation on noisy quantum devices, providing concrete benchmarks for future noise mitigation efforts.
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