International Association for Cryptologic Research

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25 May 2023

Nir Bitansky, Chethan Kamath, Omer Paneth, Ron Rothblum, Prashant Nalina Vasudevan
ePrint Report ePrint Report
Batch proofs are proof systems that convince a verifier that $x_1,\dots, x_t \in L$, for some $NP$ language $L$, with communication that is much shorter than sending the $t$ witnesses. In the case of statistical soundness (where the cheating prover is unbounded but honest prover is efficient), interactive batch proofs are known for $UP$, the class of unique witness $NP$ languages. In the case of computational soundness (aka arguments, where both honest and dishonest provers are efficient), non-interactive solutions are now known for all of $NP$, assuming standard cryptographic assumptions. We study the necessary conditions for the existence of batch proofs in these two settings. Our main results are as follows.

1. Statistical Soundness: the existence of a statistically-sound batch proof for $L$ implies that $L$ has a statistically witness indistinguishable ($SWI$) proof, with inverse polynomial $SWI$ error, and a non-uniform honest prover. The implication is unconditional for public-coin protocols and relies on one-way functions in the private-coin case.

This poses a barrier for achieving batch proofs beyond $UP$ (where witness indistinguishability is trivial). In particular, assuming that $NP$ does not have $SWI$ proofs, batch proofs for all of $NP$ do not exist. This motivates further study of the complexity class $SWI$, which, in contrast to the related class $SZK$, has been largely left unexplored.

2. Computational Soundness: the existence of batch arguments ($BARG$s) for $NP$, together with one-way functions, implies the existence of statistical zero-knowledge ($SZK$) arguments for $NP$ with roughly the same number of rounds, an inverse polynomial zero-knowledge error, and non-uniform honest prover.

Thus, constant-round interactive $BARG$s from one-way functions would yield constant-round $SZK$ arguments from one-way functions. This would be surprising as $SZK$ arguments are currently only known assuming constant-round statistically-hiding commitments (which in turn are unlikely to follow from one-way functions).

3. Non-interactive: the existence of non-interactive $BARG$s for $NP$ and one-way functions, implies non-interactive statistical zero-knowledge arguments ($NISZKA$) for $NP$, with negligible soundness error, inverse polynomial zero-knowledge error, and non-uniform honest prover. Assuming also lossy public-key encryption, the statistical zero-knowledge error can be made negligible. We further show that $BARG$s satisfying a notion of honest somewhere extractability imply lossy public key encryption.

All of our results stem from a common framework showing how to transform a batch protocol for a language $L$ into an $SWI$ protocol for $L$.
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Kaizhan Lin, Weize Wang, Zheng Xu, Chang-An Zhao
ePrint Report ePrint Report
Isogeny-based cryptography is famous for its short key size. As one of the most compact digital signatures, SQISign (Short Quaternion and Isogeny Signature) is attractive among post-quantum cryptography, but it is ineffcient compared to other post-quantum competitors because of complicated procedures in ideal to isogeny translation, which is the effciency bottleneck of the signing phase. In this paper, we recall the current implementation of SQISign and mainly discuss how to improve the execution of ideal to isogeny translation in SQISign. To be precise, we modify the SigningKLPT algorithm to accelerate the performance of generating the ideal $I_\sigma$. In addition, we explore how to save one of the two elliptic curve discrete logarithms and compute the remainder with the help of the reduced Tate pairing correctly and effciently. We speed up other procedures in ideal to isogeny translation with various techniques as well. It should be noted that our improvements also benefit the performances of key generation and verification in SQISign. In particular, in the instantiation with p3923 the improvements lead to a speedup of 8.82%, 8.50% and 18.94% for key generation, signature and verification, respectively
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Denis Firsov, Tiago Oliveira, Dominique Unruh
ePrint Report ePrint Report
We implement the Schnorr proof system in assembler via the Jasmin toolchain, and prove the security (proof-of-knowledge property) and the absence of leakage through timing side-channels of that implementation in EasyCrypt.

In order to do so, we show how leakage-freeness of Jasmin programs can be proven for probabilistic programs (that are not constant-time). We implement and verify algorithms for fast constant-time modular multiplication and exponentiation (using Barrett reduction and Montgomery ladder). We implement and verify the rejection sampling algorithm. And finally, we put it all together and show the security of the overall implementation (end-to-end verification) of the Schnorr protocol, by connecting our implementation to prior security analyses in EasyCrypt (Firsov, Unruh, CSF 2023).
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Yuval Gelles, Ilan Komargodski
ePrint Report ePrint Report
Designing efficient distributed protocols for various agreement tasks such as Byzantine Agreement, Broadcast, and Committee Election is a fundamental problem. We are interested in $scalable$ protocols for these tasks, where each (honest) party communicates a number of bits which is sublinear in $n$, the number of parties. The first major step towards this goal is due to King et al. (SODA 2006) who showed a protocol where each party sends only $\tilde O(1)$ bits throughout $\tilde O(1)$ rounds, but guarantees only that $1-o(1)$ fraction of honest parties end up agreeing on a consistent output, assuming constant $<1/3$ fraction of static corruptions. Few years later, King et al. (ICDCN 2011) managed to get a full agreement protocol in the same model but where each party sends $\tilde O(\sqrt{n})$ bits throughout $\tilde O(1)$ rounds. Getting a full agreement protocol with $o(\sqrt{n})$ communication per party has been a major challenge ever since.

In light of this barrier, we propose a new framework for designing efficient agreement protocols. Specifically, we design $\tilde O(1)$-round protocols for all of the above tasks (assuming constant $<1/3$ fraction of static corruptions) with optimistic and pessimistic guarantees:

$\bullet$ $Optimistic$ $complexity$: In an honest execution, (honest) parties send only $\tilde O(1)$ bits.

$\bullet$ xxx$Pessimistic$ $complexity$: In any other case, (honest) parties send $\tilde O(\sqrt{n})$ bits.

Thus, all an adversary can gain from deviating from the honest execution is that honest parties will need to work harder (i.e., transmit more bits) to reach agreement and terminate. Besides the above agreement tasks, we also use our new framework to get a scalable secure multiparty computation (MPC) protocol with optimistic and pessimistic complexities.

Technically, we identify a relaxation of Byzantine Agreement (of independent interest) that allows us to fall-back to a pessimistic execution in a coordinated way by all parties. We implement this relaxation with $\tilde O(1)$ communication bits per party and within $\tilde O(1)$ rounds.
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Anubhab Baksi, Jakub Breier, Anupam Chattopadhyay, Tomáš Gerlich, Sylvain Guilley, Naina Gupta, Kai Hu, Takanori Isobe, Arpan Jati, Petr Jedlicka, Hyunjun Kim, Fukang Liu, Zdeněk Martinásek, Kose ...
ePrint Report ePrint Report
We propose a lightweight block cipher named BAKSHEESH, which follows up on the popular cipher GIFT-128 (CHES'17). BAKSHEESH runs for 35 rounds, which is 12.50 percent smaller compared to GIFT-128 (runs for 40 rounds) while maintaining the same security claims against the classical attacks.

The crux of BAKSHEESH is to use a 4-bit SBox that has a non-trivial Linear Structure (LS). An SBox with one or more non-trivial LS has not been used in a cipher construction until DEFAULT (Asiacrypt'21). DEFAULT is pitched to have inherent protection against the Differential Fault Attack (DFA), thanks to its SBox having 3 non-trivial LS. BAKSHEESH, however, uses an SBox with only 1 non-trivial LS; and is a traditional cipher just like GIFT-128.

The SBox requires a low number of AND gates, making BAKSHEESH suitable for side-channel countermeasures (when compared to GIFT-128) and other niche applications. Indeed, our study on the cost of the threshold implementation shows that BAKSHEESH offers a few-fold advantage over other lightweight ciphers. The design is not much deviated from its predecessor (GIFT-128), thereby allowing for easy implementation (such as fix-slicing in software). However, BAKSHEESH opts for the full-round key XOR, compared to the half-round key XOR in GIFT.

Thus, when taking everything into account, we show how a cipher construction can benefit from the unique vantage point of using 1 LS SBox, by combining the state-of-the-art progress in classical cryptanalysis and protection against device-dependent attacks. We, therefore, create a new paradigm of lightweight ciphers, by adequate deliberation on the design choice, and solidify it with appropriate security analysis and ample implementation/benchmark.
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Magnus Ringerud
ePrint Report ePrint Report
In this work, we set out to create a subversion resilient authenticated key exchange protocol. The first step was to design a meaningful security model for this primitive, and our goal was to avoid using building blocks like reverse firewalls and public watchdogs. We wanted to exclude these kinds of tools because we desired that our protocols to be self contained in the sense that we could prove security without relying on some outside, tamper-proof party. To define the model, we began by extending models for regular authenticated key exchange, as we wanted our model to retain all the properties from regular AKE. While trying to design protocols that would be secure in this model, we discovered that security depended on more than just the protocol, but also on engineering questions like how keys are stored and accessed in memory. Moreover, even if we assume that we can find solutions to these engineering challenges, other problems arise when trying to develop a secure protocol, partly because it's hard to define what secure means in this setting.It is in particular not clear how a subverted algorithm should affect the freshness predicate inherited from trivial attacks in regular AKE. The attack variety is large, and it is not intuitive how one should treat or classify the different attacks. In the end, we were unable to find a satisfying solution for our model, and hence we could not prove any meaningful security of the protocols we studied. This work is a summary of our attempt, and the challenges we faced before concluding it.
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Shiyao Chen, Chun Guo, Jian Guo, Li Liu, Meiqin Wang, Puwen Wei, Zeyu Xu
ePrint Report ePrint Report
Symmetric-key primitives designed over the prime field $\mathbb{F}_p$ with odd characteristics, rather than the traditional $\mathbb{F}_2^{n}$, are becoming the most popular choice for MPC/FHE/ZK-protocols for better efficiencies. However, the security of $\mathbb{F}_p$ is less understood as there are highly nontrivial gaps when extending the cryptanalysis tools and experiences built on $\mathbb{F}_2^{n}$ in the past few decades to $\mathbb{F}_p$.

At CRYPTO 2015, Sun et al. established the links among impossible differential, zero-correlation linear, and integral cryptanalysis over $\mathbb{F}_2^{n}$ from the perspective of distinguishers. In this paper, following the definition of linear correlations over $\mathbb{F}_p$ by Baignéres, Stern and Vaudenay at SAC 2007, we successfully establish comprehensive links over $\mathbb{F}_p$, by reproducing the proofs and offering alternatives when necessary. Interesting and important differences between $\mathbb{F}_p$ and $\mathbb{F}_2^n$ are observed.

- Zero-correlation linear hulls can not lead to integral distinguishers for some cases over $\mathbb{F}_p$, while this is always possible over $\mathbb{F}_2^n$ proven by Sun et al..

- When the newly established links are applied to GMiMC, its impossible differential, zero-correlation linear hull and integral distinguishers can be increased by up to 3 rounds for most of the cases, and even to an arbitrary number of rounds for some special and limited cases, which only appeared in $\mathbb{F}_p$. It should be noted that all these distinguishers do not invalidate GMiMC's security claims.

The development of the theories over $\mathbb{F}_p$ behind these links, and properties identified (be it similar or different) will bring clearer and easier understanding of security of primitives in this emerging $\mathbb{F}_p$ field, which we believe will provide useful guides for future cryptanalysis and design.
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Masahito Ishizaka
ePrint Report ePrint Report
In attribute-based signatures (ABS) for range of inner product (ARIP), recently proposed by Ishizaka and Fukushima at ICISC 2022, a secret-key labeled with an $n$-dimensional vector $\mathbf{x}\in\mathbb{Z}_p^n$ for a prime $p$ can used to sign a message under an $n$-dimensional vector $\mathbf{y}\in\mathbb{Z}_p^n$ and a range $[L,R]=\{L, L+1, \cdots, R-1, R\}$ with $L,R\in\mathbb{Z}_p$ iff their inner product is within the range, i.e., $\langle \mathbf{x}, \mathbf{y} \rangle \in [L,R]\pmod p$. We consider its key-range version, named key-range ARIP (KARIP), where the range $[L,R]$ is associated with a secret-key but not with a signature. We propose three generic KARIP constructions based on linearly homomorphic signatures and non-interactive witness-indistinguishable proof, which lead to concrete KARIP instantiations secure under standard assumptions with different features in terms of efficiency. We also show that KARIP has various applications, e.g., key-range ABS for range evaluation of polynomials/weighted averages/Hamming distance/Euclidean distance, key-range time-specific signatures, and key-range ABS for hyperellipsoid predicates.
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Masahito Ishizaka, Kazuhide Fukushima
ePrint Report ePrint Report
In homomorphic signatures for subset predicates (HSSB), each message (to be signed) is a set. Any signature on a set $M$ allows us to derive a signature on any subset $M'\subseteq M$. Its superset version, which should be called homomorphic signatures for superset predicates (HSSP), allows us to derive a signature on any superset $M'\supseteq M$. In this paper, we propose homomorphic signatures for subset and superset mixed predicates (HSSM) as a simple combination of HSSB and HSSP. In HSSM, any signature on a message of a set-pair $(M, W)$ allows us to derive a signature on any $(M', W')$ such that $M'\subseteq M$ and $W'\supseteq W$. We propose an original HSSM scheme which is unforgeable under the decisional linear assumption and completely context-hiding. We show that HSSM has various applications, which include disclosure-controllable HSSB, disclosure-controllable redactable signatures, (key-delegatable) superset/subset predicate signatures, and wildcarded identity-based signatures.
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Wutichai Chongchitmate, Yuval Ishai, Steve Lu, Rafail Ostrovsky
ePrint Report ePrint Report
Private set intersection (PSI) is one of the most extensively studied instances of secure computation. PSI allows two parties to compute the intersection of their input sets without revealing anything else. Other useful variants include PSI-Payload, where the output includes payloads associated with members of the intersection, and PSI-Sum, where the output includes the sum of the payloads instead of individual ones.

In this work, we make two related contributions. First, we construct simple and efficient protocols for PSI and PSI-Payload from a ring version of oblivious linear function evaluation (ring-OLE) that can be efficiently realized using recent ring-LPN based protocols. A standard OLE over a field F allows a sender with $a,b \in \mathbb{F}$ to deliver $ax+b$ to a receiver who holds $x \in \mathbb{F}$. Ring-OLE generalizes this to a ring $\mathcal{R}$, in particular, a polynomial ring over $\mathbb{F}$. Our second contribution is an efficient general reduction of a variant of PSI-Sum to PSI-Payload and secure inner product.

Our protocols have better communication cost than state-of-the-art PSI protocols, especially when requiring security against malicious parties and when allowing input-independent preprocessing. Compared to previous maliciously secure PSI protocols that have a similar com- putational cost, our online communication is 2x better for small sets (28 − 212 elements) and 20% better for large sets (220 − 224). Our protocol is also simpler to describe and implement. We obtain even bigger improvements over the state of the art (4-5x better running time) for our variant of PSI-Sum.
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Vasyl Ustimenko, Tymoteusz Chojecki, Michal Klisowski
ePrint Report ePrint Report
Algebraic Constructions of Extremal Graph Theory were efficiently used for the construction of Low Density Parity Check Codes for satellite communication, constructions of stream ciphers and Postquantum Protocols of Noncommutative cryptography and corresponding El Gamal type cryptosystems. We shortly observe some results in these applications and present idea of the usage of algebraic graphs for the development of Multivariate Public Keys (MPK). Some MPK schemes are presented at theoretical level, implementation of one of them is discussed.
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Sherman S. M. Chow, Christoph Egger, Russell W. F. Lai, Viktoria Ronge, Ivy K. Y. Woo
ePrint Report ePrint Report
Anonymous systems (e.g. anonymous cryptocurrencies and updatable anonymous credentials) often follow a construction template where an account can only perform a single anonymous action, which in turn potentially spawns new (and still single-use) accounts (e.g. UTXO with a balance to spend or session with a score to claim). Due to the anonymous nature of the action, no party can be sure which account has taken part in an action and, therefore, must maintain an ever-growing list of potentially unused accounts to ensure that the system keeps running correctly. Consequently, anonymous systems constructed based on this common template are seemingly not sustainable.

In this work, we study the sustainability of ring-based anonymous systems, where a user performing an anonymous action is hidden within a set of decoy users, traditionally called a ``ring''.

On the positive side, we propose a general technique for ring-based anonymous systems to achieve sustainability. Along the way, we define a general model of decentralised anonymous systems (DAS) for arbitrary anonymous actions, and provide a generic construction which provably achieves sustainability. As a special case, we obtain the first construction of anonymous cryptocurrencies achieving sustainability without compromising availability. We also demonstrate the generality of our model by constructing sustainable decentralised anonymous social networks.

On the negative side, we show empirically that Monero, one of the most popular anonymous cryptocurrencies, is unlikely to be sustainable without altering its current ring sampling strategy. The main subroutine is a sub-quadratic-time algorithm for detecting used accounts in a ring-based anonymous system.
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Manas Wadhwa, Anubhab Baksi, Kai Hu, Anupam Chattopadhyay, Takanori Isobe, Dhiman Saha
ePrint Report ePrint Report
This paper presents ``SASQUATCH'', an open-source tool, that aids in finding an unknown substitution box (SBox) given its properties. The inspiration of our work can be directly attributed to the DCC 2022 paper by Lu, Mesnager, Cui, Fan and Wang. Taking their work as the foundation (i.e., converting the problem of SBox search to a satisfiability modulo theory instance and then invoking a solver), we extend in multiple directions (including -- but not limiting to -- coverage of more options, imposing time limit, parallel execution for multiple SBoxes, non-bijective SBox), and package everything within an easy-to-use interface. We also present ASIC benchmarks for some of the SBoxes.
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Artem Grigor, Vincenzo Iovino, Giuseppe Visconti
ePrint Report ePrint Report
A natural approach to anonymous voting over Ethereum assumes that there is an off-chain aggregator that performs the following task. The aggregator receives valid signatures of YES/NO preferences from eligible voters and uses them to compute a zk-SNARK proof of the fact that the majority of voters have cast a preference for YES or NO. Then, the aggregator sends to the smart contract the zk-SNARK proof, the smart contract verifies the proof and can trigger an action (e.g., a transfer of funds). It is believed that as the zk-SNARK proof guarantees anonymity, the privacy of the voters is preserved by attackers not colluding with the aggregator. Moreover, if the SNARK proof verification is efficient the GAS cost will be independent on the number of participating voters and signatures submitted by voters to the aggregator. In this paper we show that this naive approach to run referenda over Ethereum can incur severe security problems. We propose both mitigations and hardness results for achieving voting procedures in which the proofs submitted on-chain are either ZK or succinct.
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Shahla Atapoor, Karim Baghery, Daniele Cozzo, Robi Pedersen
ePrint Report ePrint Report
A Distributed Key Generation (DKG) protocol is an essential component of threshold cryptography. DKGs enable a group of parties to generate a secret and public key pair in a distributed manner so that the secret key is protected from being exposed, even if a certain number of parties are compromised. Robustness further guarantees that the construction of the key pair is always successful, even if malicious parties try to sabotage the computation. In this paper, we construct two efficient robust DKG protocols in the CSIDH setting that work with Shamir secret sharing. Both the proposed protocols are proven to be actively secure in the quantum random oracle model and use an Information Theoretically (IT) secure Verifiable Secret Sharing (VSS) scheme that is built using bivariate polynomials. As a tool, we construct a new piecewise verifiable proof system for structured public keys, that could be of independent interest. In terms of isogeny computations, our protocols outperform the previously proposed DKG protocols CSI-RAShi and Structured CSI-RAShi. As an instance, using our DKG protocols, 4 parties can sample a PK of size 4kB, for CSI-FiSh and CSI-SharK, respectively, 3.4 and 1.7 times faster than the current alternatives. On the other hand, since we use an IT-secure VSS, the fraction of corrupted parties is limited to less than a third and the communication cost of our schemes scales slightly worse with an increasing number of parties. For a low number of parties, our scheme still outperforms the alternatives in terms of communication.
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Jung Hee Cheon, Hyeongmin Choe, Dongyeon Hong, MinJune Yi
ePrint Report ePrint Report
Recently, NIST has announced Kyber, a lattice-based key encapsulation mechanism (KEM), as a post-quantum standard. However, it is not the most efficient scheme among the NIST's KEM finalists. Saber enjoys more compact sizes and faster performance, and Mera et al. (TCHES '21) further pushed its efficiency, proposing a shorter KEM, Sable. As KEM are frequently used on the Internet, such as in TLS protocols, it is essential to achieve high efficiency while maintaining sufficient security.

In this paper, we further push the efficiency limit of lattice-based KEMs by proposing SMAUG, a new post-quantum KEM scheme submitted to the Korean Post-Quantum Cryptography (KPQC) competition, whose IND-CCA2 security is based on the combination of MLWE and MLWR problems. We adopt several recent developments in lattice-based cryptography, targeting the textit{smallest} and the \textit{fastest} KEM while maintaining high enough security against various attacks, with a full-fledged use of sparse secrets. Our design choices allow SMAUG to balance the decryption failure probability and ciphertext sizes without utilizing error correction codes, whose side-channel resistance remains open.

With a constant-time C reference implementation, SMAUG achieves ciphertext sizes up to 12% and 9% smaller than Kyber and Saber, with much faster running time, up to 103% and 58%, respectively. Compared to Sable, SMAUG has the same ciphertext sizes but a larger public key, which gives a trade-off between the public key size versus performance; SMAUG has 39%-55% faster encapsulation and decapsulation speed in the parameter sets having comparable security.
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Vasyl Ustimenko, Aneta Wróblewska
ePrint Report ePrint Report
We introduce large groups of quadratic transformations of a vector space over the finite fields defined via symbolic computations with the usage of algebraic constructions of Extremal Graph Theory. They can serve as platforms for the protocols of Noncommutative Cryptography with security based on the complexity of word decomposition problem in noncommutative polynomial transformation group. The modifications of these symbolic computations in the case of large fields of characteristic two allow us to define quadratic bijective multivariate public keys such that the inverses of public maps has a large polynomial degree. Another family of public keys is defined over arbitrary commutative ring with unity. We suggest the usage of constructed protocols for the private delivery of quadratic encryption maps instead of the public usage of these transformations, i.e. the idea of temporal multivariate rules with their periodical change.
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Koustabh Ghosh, Joan Daemen
ePrint Report ePrint Report
In this paper, we study the differential properties of integer multiplication between two $w$-bit integers, resulting in a $2w$-bit integer. Our objective is to gain insights into its resistance against differential cryptanalysis and asses its suitability as a source of non-linearity in symmetric key primitives.
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Julie Ha, Chloe Cachet, Luke Demarest, Sohaib Ahmad, Benjamin Fuller
ePrint Report ePrint Report
Biometric databases are being deployed with few cryptographic protections. Because of the nature of biometrics, privacy breaches affect users for their entire life. This work introduces Private Eyes, the first zero-leakage biometric database. The only leakage of the system is unavoidable: 1) the log of the dataset size and 2) the fact that a query occurred. Private Eyes is built from symmetric searchable encryption. Proximity queries are the required functionality: given a noisy reading of a biometric, the goal is to retrieve all stored records that are close enough according to a distance metric. Private Eyes combines locality sensitive-hashing or LSHs (Indyk and Motwani, STOC 1998) and encrypted maps. One searches for the disjunction of the LSHs of a noisy biometric reading. The underlying encrypted map needs to efficiently answer disjunction queries. We focus on the iris biometric. Iris biometric data requires a large number of LSHs, approximately 1000. The most relevant prior work is in zero-leakage k-nearest-neighbor search (Boldyreva and Tang, PoPETS 2021), but that work is designed for a small number of LSHs. Our main cryptographic tool is a zero-leakage disjunctive map designed for the setting when most clauses do not match any records. For the iris, on average at most 6% of LSHs match any stored value. To aid in evaluation, we produce a synthetic iris generation tool to evaluate sizes beyond available iris datasets. This generation tool is a simple generative adversarial network. Accurate statistics are crucial to optimizing the cryptographic primitives so this tool may be of independent interest. Our scheme is implemented and open-sourced. For the largest tested parameters of 5000 stored irises, search requires 26 rounds of communication and 26 minutes of single-threaded computation.
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Ghada Arfaoui, Thibaut Jacques, Marc Lacoste, Cristina Onete, Léo Robert
ePrint Report ePrint Report
In multi-tenant cloud environments, physical resources are shared between various parties (called tenants) through the use of virtual machines (VMs). Tenants can verify the state of their VMs by means of deep-attestation: a process by which a (physical or virtual) Trusted Platform Module --TPM -- generates attestation quotes about the integrity state of the VMs. Unfortunately, most existing deep-attestation solutions are either: limited to single-tenant environments, in which tenant {privacy is irrelevant; are inefficient in terms of {linking VM attestations to hypervisor attestations; or provide privacy and/or linking, but at the cost of modifying the TPM hardware.

In this paper, we propose a privacy preserving TPM-based deep-attestation solution in multi-tenant environments, which provably guarantees: (i) Inter-tenant privacy: a tenant is unaware of whether or not the physical machine hosting its VMs also contains other VMs (belonging to other tenants); (ii) Configuration privacy: the hypervisor's configuration, used in the attestation process, remains private with respect to the tenants requiring a hypervisor attestation; and (iii) Layer linking: our protocol enables tenants to link hypervisors with the VMs, thus obtaining a guarantee that their VMs are running on specific physical machines.

Our solution relies on vector commitments and ZK-SNARKs. We build on the security model of Arfaoui et al. and provide both formalizations of the properties we require and proofs that our scheme does, in fact attain them. Our protocol is scalable, and our implementation results prove that it is viable, even for a large number of VMs hosted on a single platform.
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