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15 August 2026
Jacques Patarin, Alexandre Roullet
Victor Youdom Kemmoe, Anna Lysyanskaya, Ngoc Khanh Nguyen
In this work, we present the first lattice-based construction of rate-limited tokens and tackle the practical challenges associated with using lattice-based building blocks in this setting. A central difficulty lies in the absence of lattice-based PRFs that support efficient NIZK proofs of correct evaluation. We show that, in the random oracle model, a weak PRF—where adversaries are restricted to querying random inputs—suffices. We further present a weak PRF construction that both admits efficient NIZK proofs and remains secure—even when adversaries have partial control over the randomness—and extend this guarantee more generally to key-homomorphic PRFs.
Another contribution, which is of independent interest, is the first lattice-based construction of partially binding commitments, a primitive introduced by Goel et al. (Eurocrypt 2022) that was previously known only under discrete-log assumptions. We give a practical construction that enables succinct disjunctive proofs via a variant of the self-stacking compiler of Goel et al. Along the way, we develop a new technique for batching CNF proofs of $\Sigma$-protocols, which allows one to efficiently prove that a value is the output of a PRF on one of a set of inputs. As a direct application, this yields logarithmic-size lattice-based ring signatures based on Fiat–Shamir-with-Aborts $\Sigma$-protocols (Lyubashevsky, Eurocrypt 2012).
Finally, we observe for the first time that the anonymous counting tokens of Benhamouda, Raykova, and Seth (Asiacrypt 2023) can be obtained from anonymous rate-limited tokens. This yields a construction whose communication complexity is independent of the number of tokens that need to be issued.
Magdalena Bertram, Anja Lehmann
Shuaishuai Li, Cong Zhang, Juntong Lin, Anyu Wang, Xiaoyun Wang
For SFE, the classical BGW protocol incurs $O(n^2)$ communication per multiplication gate. The DN protocol (Damg\aa rd and Nielsen, Crypto 2007) reduces the amortized communication to linear but still require an additional $O(n^2)$ term, yielding $O(m^* n + n^2)$ communication for $m^*$ multiplication gates. This becomes suboptimal in the regime $m^*= o(n)$. We introduce a simple technique that removes this quadratic overhead, achieving strictly linear $O(m^* n)$ communication.
For PFE, the only existing information-theoretic approach relies on universal circuits, which results in $O(m^5n+n^2)$ complexity for arithmetic circuits. We develop new techniques that avoid universal circuits entirely. Combined with our SFE improvements, this yields an honest-majority PFE protocol achieving $O(m^2n)$ communication for circuit size $m$. We further obtain improved efficiency in special cases, including a three-party protocol with $O(m^{4/3})$ communication, and an $n$-party protocol tolerating one corruption with $O(m^{(2n-2)/(2n-3)}n)$ communication.
Shahram Khazaei
Ignacio Amores-Sesar, Christian Cachin, Rohit Chatterjee, Luiza Soezima, François-Xavier Wicht, Michelle Yeo
We introduce ephemeral coin tracing (ECT), a primitive whose tracing capacity is bounded by construction, both in the number of simultaneously traced users and in the number of hops each trace survives. The authority issues tracing tags that degrade at each hop; after a protocol-defined number of hops, a tag collapses into a value indistinguishable from that of an untagged coin. Within a tracing period the bound is absolute: no authority, however motivated, can follow a tag past its budget. We formalize ECT, define its security and privacy guarantees, and give two constructions, one over exponential ElGamal and one over Damgård-Jurik encryption.
13 August 2026
Shahram Khazaei
Jonathan Passerat-Palmbach
This paper systematises the evolution of threshold-encrypted mempools, from early schemes such as Shutter and Ferveo to the most recent research, and analyses how successive iterations have resolved bottlenecks like committee communication overhead, lack of pending transaction privacy, and position-dependent encryption. We highlight a convergence along four design axes, namely batched decryption to mitigate latency, silent setup to eliminate the complexity of distributed key generation, epochless encryption to remove position dependency, and collision-free encoding to prevent slot-collision censorship. We further survey the active Ethereum deployment debate, including EIP-8105 and the LUCID headliner submission, and map the requirements raised there onto the cryptographic corpus.
We conclude by exposing a critical limitation common to all current proposals: blind ordering and binary decryption together suppress not only the toxic part of MEV that motivated encrypted mempools, but also the same-block auction mechanisms that return value to users and sustain geographic decentralisation of the network.
Sidoine Djimnaibeye, Djiby Sow, Mahamat Borgou Hassan
12 August 2026
Workshop on Privacy-preserving Machine Learning and Privacy in Distributed Settings (no proceedings)
Aarhus, Denmark, 2 November - 4 November 2026
Submission deadline: 10 September 2026
Rahul Kumar, Vikas Srivastava
Yi-Fu Lai
Under the Broadwell benchmark, compared with the baseline implementation in Asiacrypt'25, our optimizations achieve key-generation speedups of \(1.22\times\), \(2.05\times\), and \(1.37\times\), and signing speedups of \(1.19\times\), \(1.79\times\), and \(1.35\times\), at NIST security levels~1, 3, and~5, respectively.
Our techniques also apply to the Qlapoti-optimized PRISM implementation (PKC'25, Journal of Cryptology), for which we introduce an additional tailored optimizations. Under the Broadwell benchmark, compared with the baseline implementation in JoC using Qlapoti, our improvements translate into key-generation speedups of \(1.17\times\), \(1.75\times\), and \(1.33\times\), and signing speedups of \(1.45\times\), \(1.82\times\), and \(1.51\times\), at NIST security levels~1, 3, and~5, respectively.
Yuki Kume, Ron Steinfeld, Amin Sakzad, Mert Yassi
Our core contribution is a new privacy analysis that replaces this statistical foundation with a computational one. We demonstrate that the circuit privacy of LUNA's re-randomization procedure can be securely based on the computational hardness of the Matrix Hint-Module Learning With Errors (MH-MLWE) problem. This computational approach avoids the need for large statistical noise and enables a key optimization: we decouple the secret re-randomization noise from the fresh masking noise. We then formalize and solve an optimization problem to find the minimal noise parameters that satisfy both correctness and the MH-MLWE security reduction. In the process, we also introduce a new problem called Coset Error Knapsack MH-MLWE in which the MLWE error is sampled from a coset of a lattice, which we show is as hard as the standard MH-MLWE problem, and may be of independent interest.
This new analysis results in substantial concrete efficiency gains. For a 128-bit security level and an R1CS instance of size $2^{16}$, LUNA+ reduces the proof size by $\approx 25\%$ (from 5.60 KB to 4.22 KB) and the compressed CRS size by $\approx 73\%$ (from 2.06 GB to 0.54 GB) compared to the original LUNA. These succinctness improvements are also accompanied by performance gains, including up to a $\approx 1.73\times$ speedup in setup, a $\approx 1.53\times$ speedup in addition and a $1.44\times$ speedup in decryption for the implementation parameters.
Hien Chu, Alessandro Cori, Paul Rösler
We are the first to leverage the statefulness of cryptographic communication protocols to employ continuously updated double states and, thereby, achieve Forward Security: Even if the adversary (i)~observes all traffic, (ii)~knows all users' regular secret key material at any stage of the protocol execution, and (iii)~at some point learns the secret double state, the entire protocol execution looks benign although covert messages were previously hidden in the traffic anamorphically. We formalize this notion and also cover robustness and authenticity, which appear to be particularly relevant in the messaging context.
In this new model, we study four of the most relevant messaging protocols and identify hiding spots therein: Signal's Double Ratchet, Signal's Triple Ratchet, Apple's PQ3, and the two-party core of the Messaging Layer Security Standard. We focus on the cryptographic parts of these protocols and, despite their complexity, identify surprisingly few anamorphic hiding spots. We prove that all these protocols offer forward secure, authenticated anamorphic channels and we evaluate their bandwidths: While 16~bits can be embedded in every epoch of the Double Ratchet, Triple Ratchet and PQ3 provide 176~bits, respectively 256~bits, of bandwidth per post-quantum epoch, and MLS provides 688~bits per epoch.
Orhun Kara, Can Balıkçı
Our attacks are enabled by a new analytical framework for estimating truncated differential probabilities in 5-round AES, a problem that remains largely unresolved beyond restricted configurations. Existing approaches, relying on statistical sampling, integral cryptanalysis, or differential distribution tables of super S-boxes, are primarily limited to settings with a single active diagonal in the plaintext and a single passive inverse diagonal in the ciphertext. Our method extends this line of work by providing analytical estimates over a substantially broader range of configurations.
We construct this framework by combining precise computations of MDS-level transition probabilities with a systematic enumeration of truncated differential characteristic classes. By organizing characteristics into equivalence classes defined by diagonal propagation patterns, we enable structured aggregation of probability contributions. This approach captures configurations with a single active diagonal in the plaintext and arbitrary passive inverse diagonals in the ciphertext, as well as the complementary setting involving multiple active diagonals in the plaintext and a single passive inverse diagonal in the ciphertext.
Our results are validated through independent derivations, consistency checks against prior work, and computer-aided enumeration. More broadly, the framework offers a systematic approach to truncated differential analysis of AES and potentially other AES-like SPN ciphers.
Jesko Dujmovic, Yao-Ching Hsieh, Abhishek Jain, Willy Quach
Known constructions of PViO require subexponentially-hard iO for circuits. We give the first construction based on polynomially-hard iO and other standard assumptions. We further show how to replace iO with EFiO – an efficiently falsifiable variant, thus obtaining a construction based on efficiently falsifiable assumptions.
Central to our result is a new twist to the celebrated punctured programming technique [Sahai-Waters, STOC’14], where one can program an obfuscated probabilistic function on its entire input domain in one shot instead of an input-by-input manner. Our key ingredient is the notion of function secret sharing [Boyle-Gilboa-Ishai, EUROCRYPT’15]. We further show the versatility of our technique by removing the use of complexity-leveraging in two applications of iO: unleveled fully homomorphic encryption, and adaptively-sound succinct non-interactive arguments for “trapdoor” languages.
Jessica Chen, Lucas Xia, Wilson Nguyen, Benedikt Bünz
Sven Bauer, Fabrizio De Santis, Florian Wilde
Myungkyu Lee, Byoungjin Seok, Dongjae Lee, Deukjo Hong, Jaechul Sung, Seokhie Hong
In this paper, we introduce the first application of the geometric approach to RX cryptanalysis. Inspired by the quasidifferential framework of Beyne and Rijmen, we develop an algebraic representation of RX characteristics and establish exact formulas expressing fixed-key RX characteristic probabilities in terms of rotational-quasidifferential trails. As a result, RX characteristics can be analyzed without relying on round-independence assumptions. By incorporating the key schedule into the state space, we further derive an exact expression for the Expected Rotational-XOR Probability (ERXP), the RX analogue of the Expected Differential Probability (EDP).
We apply the framework to the AND-RX ciphers SIMON and SIMECK. In particular, we experimentally validate the theoretical predictions of the framework through the fixed-key analysis of a previously known RX characteristic for SIMECK32/64. We also revisit incompatible RX characteristics of SIMECK48/96 and SIMECK64/128, identifying additional constraints that lead to incompatibility. Finally, we reanalyze rotational-XOR differential rectangle attacks on SIMECK48/96 and obtain corrected estimates of the corresponding weak-key classes. These results demonstrate that the proposed framework provides an effective tool for the exact analysis of RX cryptanalysis and establishes a foundation for the study of rotational cryptanalytic techniques within the geometric approach.
Nanyang Technological University, College of Computing and Data Science
We are recruiting PhD students, postdoctoral researchers, and research interns to join a new research group advised by Dr. Tiantian Gong at Nanyang Technological University (NTU Singapore).
- PhD students: Fall 2027 intake.
- Postdoctoral researchers and research assistants: Applications are considered year-round, with flexible start dates.
Our research aims to build the theoretical foundations and practical systems needed for secure and privacy-preserving distributed computation. Current interests include:
- Foundations of secure computation, including new cryptographic primitives, new perspectives on classical primitives, and fundamental lower and upper bounds.
- Secure computation for emerging computer systems, including strengthening privacy guarantees and mitigating harmful collective behavior in agentic AI, blockchains, cloud computing, and other distributed systems.
Applicants with backgrounds in cryptography, theoretical computer science, security, distributed systems, mathematics, or related areas are welcome.
For application instructions and further details, please visit:
https://www.ttiangong.com/openings
Closing date for applications:
Contact: Tiantian Gong ([email protected])