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25 October 2024
Benedikt Bünz, Pratyush Mishra, Wilson Nguyen, William Wang
ePrint ReportIn this work, we propose Arc, a novel hash-based accumulation scheme that overcomes this restriction and supports an unbounded number of accumulation steps. The core building block underlying Arc is a new accumulation scheme for claims about proximity of claimed codewords to the Reed--Solomon code. Our approach achieves near-optimal efficiency, requiring a small number of Merkle tree openings relative to the code rate, and avoids the efficiency loss associated with bounded accumulation depth. Unlike prior work, our scheme is also able to accumulate claims up to list-decoding radius, resulting in concrete efficiency improvements.
We use this accumulation scheme to construct two distinct accumulation schemes, again relying solely on random oracles. The first approach accumulates RS proximity claims and can be used as an almost-drop-in replacement in existing PCD deployments based on IOP-based SNARKs. The second approach directly constructs an accumulation scheme for rank-1 constraint systems (and more generally polynomial constraint systems) that is simpler and more efficient than the former and prior approaches.
We introduce the notion of Interactive Oracle Reductions (IORs) to enable a modular and simple security analysis. These extend prior notions of Reductions of Knowledge to the setting of IOPs.
Aikata Aikata, Sujoy Sinha Roy
ePrint ReportOne key operation in this space is matrix multiplication, which forms the foundation of most neural networks. Several studies have even proposed new FHE schemes specifically to accelerate this operation. The optimization of matrix multiplication is also the primary goal of our work. We leverage the Single Instruction Multiple Data (SIMD) capabilities of FHE to increase data packing and significantly reduce the KeySwitch operation count— an expensive low-level routine in homomorphic encryption. By minimizing KeySwitching, we surpass current state-of-the-art solutions, requiring only a minimal multiplicative depth of two.
The best-known complexity for matrix multiplication at this depth is $\mathcal{O}(d)$ for matrices of size $d\times d$. Remarkably, even the leading techniques that require a multiplicative depth of three still incur a KeySwitch complexity of $\mathcal{O}(d)$. In contrast, our method reduces this complexity to $\mathcal{O}(\log{d})$ while maintaining the same level of data packing. Our solution broadly applies to all FHE schemes supporting Single Instruction Multiple Data (SIMD) operations. We further generalize the technique in two directions: allowing arbitrary packing availability and extending it to rectangular matrices. This versatile approach offers significant improvements in matrix multiplication performance and enables faster evaluation of privacy-preserving neural network applications.
Supriya Adhikary, Wai Kong Lee, Angshuman Karmakar, Yongwoo Lee, Seong Oun Hwang, Ramachandra Achar
ePrint ReportYuuki Fujita, Yusuke Sakai, Kyosuke Yamashita, Goichiro Hanaoka
ePrint ReportJoseph Carolan, Alexander Poremba, Mark Zhandry
ePrint ReportOmar Amer, Kaushik Chakraborty, David Cui, Fatih Kaleoglu, Charles Lim, Minzhao Liu, Marco Pistoia
ePrint ReportSayon Duttagupta, Dave Singelée
ePrint ReportLior Rotem, Stefano Tessaro
ePrint ReportThis work initiates the study of transforms with straight-line knowledge extraction for multi-round protocols. We give two transforms, which can be thought of as multi-round analogues of those by Fischlin and Pass. Our first transform leads to more efficient proofs, but its usage applies to a smaller class of protocols than the latter one. Our second transform also admits a proof of security in the Quantum Random Oracle Model (QROM), making it the first transform for multi-round protocols which does not incur the super-polynomial security loss affecting the existing QROM analysis of the FS transform (Don et al., CRYPTO '20).
Avijit Dutta, Eik List
ePrint ReportFor encryption schemes, Iwata's XORP scheme is long known to provide a better trade-off between efficiency and security. It extends SoP to variable-length-outputs by using $r+1$ calls to a block cipher where the output of one call is added to each of the other $r$ outputs. A similar extension can be conducted for STH that we call XTH, the XORP-Truncation Hybrid. Such an extension was already suggested in the final discussion by Gunsing and Mennink, but left as an open problem. This work fills the gap by formalizing and proving the security of XTH. For a rate of $r/(r+1)$ as in XORP, we show $O(n-a/2-1.5\log(r))$-bit security for XTH.
Gajraj Kuldeep, Rune Hylsberg Jacobsen
ePrint ReportVikas Kumar, Ali Raya, Aditi Kar Gangopadhyay, Sugata Gangopadhyay, Md Tarique Hussain
ePrint Report23 October 2024
IMDEA Software Institute, Madrid, Spain
Job PostingThe selected candidate will work under the supervision of Ignacio Cascudo on the research and the development of cryptographic tools for secure computation and threshold cryptography. Topics of interest include homomorphic encryption, secure multiparty computation, zero knowledge proofs, verifiable secret sharing and distributed key generation.
Who should apply?
Applicants should have a MSc in computer science, mathematics or a related discipline. The applicants should in particular have strong background in mathematics and some background and interest in cryptography. Good teamwork and communication skills, including excellent spoken and written English are also required.
Working at IMDEA Software
The position is based in Madrid, Spain, where the IMDEA Software Institute is situated. The institute provides for travel expenses and an internationally competitive stipend. The working language at the institute is English.
Dates
The duration of the position is intended to be for the duration of the doctoral studies and is intended to start in January 2025.
How to apply?
Applicants interested in the position should submit their application at https://careers.software.imdea.org/ using reference code 2024-10-phd-thresholdcrypto. Deadline for applications is November 30th, 2024.
The recruitment process will comply with the IMDEA Software Institute’s OTM-R Policy.
For any questions about this position, please contact Ignacio Cascudo at ignacio.cascudo@imdea.org
Closing date for applications:
Contact: Ignacio Cascudo
More information: https://software.imdea.org/careers/2024-10-phd-thresholdcrypto/
Renningen, Germany, 27 November - 28 November 2024
Event CalendarVirtual event, Anywhere on Earth, 24 October 2024
Event CalendarLisbon, Portugal, 10 February - 14 February 2025
Event CalendarPlataniás, Greece, 4 August - 6 August 2025
Event CalendarSubmission deadline: 10 February 2025
Notification: 10 March 2025
Cambridge, United Kingdom, 26 March - 27 March 2025
Event CalendarSubmission deadline: 25 November 2024
Notification: 23 December 2024
University of Amsterdam, The Netherlands
Job PostingApply using the following link:
https://vacatures.uva.nl/UvA/job/Security-and-Network-Engineering-Education-Technical-Coordinator/798272902/
For more information about the SNE master's programme see:
https://www.uva.nl/shared-content/programmas/en/masters/security-and-network-engineering/security-and-network-engineering.html
Closing date for applications:
Contact: Kostas Papagiannopoulos
More information: https://vacatures.uva.nl/UvA/job/Security-and-Network-Engineering-Education-Technical-Coordinator/798272902/
University of Birmingham
Job PostingApplicants should have a PhD, or be close to completing a PhD, in a relevant subject (crypto, computer algebra, maths, etc.). Prior track record on post-quantum cryptography and/or cryptanalysis is a plus.
Please contact Christophe Petit for informal enquiries. You can apply online until November 7th:
https://edzz.fa.em3.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_6001/job/5764/
Closing date for applications:
Contact: Christophe Petit (C.Petit.1@bham.ac.uk)
More information: https://edzz.fa.em3.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_6001/job/5764/
a16z Crypto - New York, NY, USA
Job PostingFull consideration deadline: Nov 8, 2024.
Details and application form: https://a16z.com/about/jobs/?gh_jid=6242445003
a16z crypto research is a new kind of multidisciplinary lab that bridges the worlds of academic theory and industry practice to advance the science and technology of the next generation of the internet. In addition to fundamental research, we collaborate with portfolio companies to solve hard technical and conceptual problems. Research interns will have the opportunity to learn from the firm’s investment and engineering teams, although this is a research role with no responsibility for investment decisions. We are seeking students with a strong research background and an interest in blockchains and web3 to join the group for the summer. Specific research areas of interest include cryptography, security, distributed computing, economics (both micro and macro), incentives, quantitative finance, political science and governance, and market and mechanism design. This list is not exhaustive and we encourage applicants with different backgrounds who may have unique perspectives on the space to apply.
Preferred Qualifications:
- Enrolled in a PhD program in fields like computer science, economics, maths, operations research, political science, etc. (Exceptional master's and undergrads will also be considered)
- Passionate and knowledgeable about blockchains/Web3 technologies
- Familiar with fundamental research and publishing in peer-reviewed venues
- Typically a blend of intern's own research (usually with other lab members), portfolio-related research problems, attending seminars, meeting visitors, etc.
- In-person residency in New York, NY
- Duration: May 27–August 15, 2025 (min. 10/max. 12 weeks)
- Anticipated compensation: $4,000/week plus $500/week housing stipend (actual starting pay may vary based on experience/skills/scope/etc.)
Closing date for applications:
Contact: Tim Roughgarden, troughgarden@a16z.com
More information: https://a16z.com/about/jobs/?gh_jid=6242445003