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01 October 2018
Jung Hee Cheon, Kyoohyung Han, Andrey Kim, Miran Kim, Yongsoo Song
In this paper, we present a variant of approximate homomorphic encryption which is optimal for implementation on standard computer system. We first introduce a new structure of ciphertext modulus which allows us to use both the RNS decomposition of cyclotomic polynomials and the NTT conversion on each of the RNS components. We also suggest new approximate modulus switching procedures without any RNS composition. Compared to previous exact algorithms requiring multi-precision arithmetic, our algorithms can be performed by using only word size (64-bit) operations.
Our scheme achieves a significant performance gain from its full RNS implementation. For example, compared to the earlier implementation, our implementation showed speed-ups 17.3, 6.4, and 8.3 times for decryption, constant multiplication, and homomorphic multiplication, respectively, when the dimension of a cyclotomic ring is 32768. We also give experimental result for evaluations of some advanced circuits used in machine learning or statistical analysis. Finally, we demonstrate the practicability of our library by applying to machine learning algorithm. For example, our single core implementation takes 1.8 minutes to build a logistic regression model from encrypted data when the dataset consists of 575 samples, compared to the previous best result 3.5 minutes using four cores.
Kim Gyu-Chol, Li Su-Chol
Peter M. R. Rasmussen, Amit Sahai
Kathrin Hövelmanns, Eike Kiltz, Sven Schäge, Dominique Unruh
Benoît Libert, Damien Stehlé, Radu Titiu
Salim Ali Altug, Yilei Chen
We propose a candidate trapdoor group with infeasible inversion without using the heavy machinery of iO. The underlying group is isomorphic to the ideal class group of an imaginary quadratic order, and is represented by the elliptic curve isogeny graph. The hardness of group inversion relies on the conjectured hardness of several problems on the isogeny graphs defined over composite moduli with unknown factorization.
Songze Li, Mingchao Yu, A. Salman Avestimehr, Sreeram Kannan, Pramod Viswanath
Andreas Hülsing, Christoph Busold, Johannes Buchmann
Elizabeth C. Crites, Anna Lysyanskaya
The only previously known constructions of delegatable anonymous credentials were prohibitively inefficient. They were based on non-interactive zero-knowledge (NIZK) proofs. In this paper, we provide a simple construction of delegatable anonymous credentials and prove its security in the generic group model. Our construction is direct, not based on NIZK proofs, and is therefore considerably more efficient. In fact, in our construction, only five group elements are needed per link to represent an anonymous credential chain.
Our main building block is a new type of signature scheme, a mercurial signature, which allows a signature $\sigma$ on a message $M$ under public key $\mathsf{pk}$ to be transformed into a signature $\sigma'$ on an equivalent but unlinkable message $M'$ under an equivalent but unlinkable public key $\mathsf{pk}'$.
Dusan Bozilov, Miroslav Knezević, Ventzislav Nikov
Dakshita Khurana, Rafail Ostrovsky, Akshayaram Srinivasan
Loïs Huguenin-Dumittan, Iraklis Leontiadis
Sanjam Garg, Mohammad Hajiabadi, Mohammad Mahmoody, Ahmadreza Rahimi
Efficiency requirements: (1) A decryptor only needs to obtain updated auxiliary information for decryption at most $O(\log n)$ times in its lifetime, (2) each of these updates are computed by the key curator in time $poly(\kappa,\log n)$, and (3) the key curator updates the public parameter upon the registration of a new party in time $poly(\kappa,\log n)$. Properties (2) and (3) require the key curator to have \emph{random} access to its data.
Compactness requirements: (1) Public parameters are always at most $poly(\kappa,\log n)$ bit, and (2) the total size of updates a user ever needs for decryption is also at most $poly(\kappa,\log n)$ bits.
We present feasibility results for constructions of RBE based on indistinguishably obfuscation. We further provide constructions of \emph{weakly efficient} RBE, in which the registration step is done in $poly(\kappa, n)$, based on CDH, Factoring or LWE assumptions. Note that registration is done only once per identity, and the more frequent operation of generating updates for a user, which can happen more times, still runs in time $poly(\kappa,\log n)$. We leave open the problem of obtaining standard RBE (with $poly(\kappa,\log n)$ registration time) from standard assumptions.
Alejandro Ranchal Pedrosa, Maria Potop-Butucaru, Sara Tucci-Piergiovanni
Recently, Duplex Micropayment Channel factories have been proposed based on opening multiple one-to-one payment channels at once. Duplex Micropayment Channel factories rely on time-locks to update and close their channels. This mechanism yields to situation where users funds time-locking for long periods increases with the lifetime of the factory and the number of users. This makes DMC factories not applicable in real-life scenarios.
In this paper, we propose the first channel factory construction, the Lightning Factory that offers a constant collateral cost, independent of the lifetime of the channel and members of the factory.
We compare our proposed design with Duplex Micropayment Channel factories, obtaining better performance results by a factor of more than 3000 times in terms of the worst-case constant collateral cost incurred when malicious users use the factory. The message complexity of our factory is $n$ where Duplex Micropayment Channel factories need $n^2$ messages where $n$ is the number of users. Moreover, our factory copes with an infinite number of updates while in Duplex Micropayment Channel factories the number of updates is bounded by the initial time-lock.
Finally, we discuss the necessity for our Lightning Factories of BNN, a non-interactive aggregate signature cryptographic scheme, and compare it with Schnorr and ECDSA schemes used in Bitcoin and Duplex Micropayment Channels.
Alex Sangers, Maran van Heesch, Thomas Attema, Thijs Veugen, Mark Wiggerman, Jan Veldsink, Oscar Bloemen, Dani\"el Worm
University of Wollongong, Australia
You will be prompted to respond to the selection criteria as part of the online application process, based on the position description below. You will be able to save your application at any time and submit at a later date if required, you will only be able to do this before the closing date of the position.
Closing date for applications: 29 October 2018
Contact: Professor Willy Susilo (wsusilo (at) uow.edu.au)
More information: https://www.uow.edu.au/content/groups/public/@web/@recruit/@pd/documents/doc/uow252142.pdf
28 September 2018
Singapore University of Technology and Design (SUTD), Singapore
I am looking for PhD interns with interest in cyber-physical system security (IoT, water, power grid, transportation, and autonomous vehicle etc.). The attachment will be at least 3 months. Allowance will be provided for local expenses.
Interested candidates please send your CV with a research statement to Prof. Jianying Zhou. Only short-listed candidates will be contacted for interview.
Closing date for applications: 8 January 2019
Contact: Prof. Jianying Zhou
More information: http://jianying.space/
New York University Abu Dhabi
NYUAD has close collaborations with the faculty and students of the NYU Tandon School of Engineering and has access to world-class research centers in cyber security (cyber.nyu.edu) and wireless communications (wireless.engineering.nyu.edu), among others. Our students are drawn from around the world and surpass all traditional academic benchmarks.
Candidates with a strong record of interdisciplinary research in emerging areas are preferred. Candidates must have a PhD degree in CmpE or related disciplines and must have the ability to develop and lead high-quality research and attract external funding.
Review of applications will begin November 1, 2018, and shortlisted candidates will be invited to visit the campuses in New York and Abu Dhabi at the beginning of the Spring 2019 semester. Candidates should submit a cover letter, curriculum vitae, and statements of teaching and research interests. To complete the online process, applicants will be prompted to enter the names and email addresses of at least three referees. Each referee will be contacted to upload their reference letter only if the candidate is shortlisted for further consideration.
To apply for this position, please visit apply.interfolio.com/52923. If you have any questions, please e-mail nyuad.engineering (at) nyu.edu.
Closing date for applications: 1 November 2018
Contact: nyuad.engineering (at) nyu.edu
More information: https://apply.interfolio.com/52923
Naval Postgraduate School
The Department of Applied Mathematics at the Naval Postgraduate School, in Monterey, California invites applications for one or more tenure-track positions at the level of Assistant Professor (exceptional candidates at all levels may be considered).
We seek candidates who can teach a wide range of courses (course listings can be found at https://math.nps.edu) primarily as on-campus lectures, but sometimes delivered by VTE. Candidates will also be expected to conduct an active program of research and to direct student theses.
The successful candidate for this position will possess a doctorate in Mathematics or a closely related area from an accredited university. Teaching experience is highly desirable and evidence of exceptional research potential is necessary. All areas of research will be considered, but preference will be given to candidates specializing in areas of computational discrete mathematics that support existing departmental research efforts (cryptography, graph theory, network science, etc.). Effective teaching is essential and candidates must have excellent communication skills (both written and oral), as well as strong interpersonal and organizational abilities. U. S. citizenship is required.
Applicants must submit a cover letter describing their qualifications for these positions, a comprehensive curriculum vitae or resume and contact and e-mail address information for a minimum of three references. The application material must clearly state the applicant’s citizenship. Applications may be submitted electronically or in hard copy to:
Review of applications will begin immediately and applications will be accepted until the positions are filled. Candidates applying by November 1, 2018 will receive full consideration.
The Naval Postgraduate School is an equal opportunity employer. For additional information about NPS, please refer to the website at http://www.nps.edu
Closing date for applications: 1 February 2019
Contact: Prof. Frank Giraldo
Email: fxgirald (at) nps.edu (preferred)
Postal Mail:
Department of Applied Mathematics
Naval Postgraduate School
Monterey, CA 93943-5121
USA
More information: https://math.nps.edu