IACR News
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24 February 2021
Guilherme Perin, Lichao Wu, Stjepan Picek
ePrint ReportThis paper proposes using a pruning strategy and recently proposed Lottery Ticket Hypothesis to improve the deep learning-based SCA. We demonstrate that we can find smaller neural networks that perform on the level of larger networks, where we manage to reduce the number of weights by more than 90% on average. Additionally, we show that pruning can help prevent overfitting and the effects of imbalanced data, reaching top attack performance for small networks when larger networks do not manage to break the target at all.
Xu Liu, Mingqiang Wang
ePrint ReportKarim Baghery, Cyprien Delpech de Saint Guilhem, Emmanuela Orsini, Nigel P. Smart, Titouan Tanguy
ePrint ReportRaghvendra Rohit, Kai Hu, Sumanta Sarkar, Siwei Sun
ePrint ReportJan-Pieter D'Anvers, Senne Batsleer
ePrint ReportJan Czajkowski
ePrint ReportYaroslav Balytskyi, Manohar Raavi, Anatoliy Pinchuk, Sang-Yoon Chang
ePrint ReportHamidreza Amini Khorasgani, Hemanta K. Maji, Hai H. Nguyen
ePrint ReportKhorasgani, Maji, and Nguyen (EPRINT--2020) introduce the notion of secure non-interactive simulation (SNIS) as a natural cryptographic extension of concepts like non-interactive simulation and non-interactive correlation distillation in theoretical computer science and information theory. In SNIS, the parties apply local reduction functions to their samples to produce the samples of another distribution. This work studies the decidability problem of whether a sample from the noise $(X,Y)$ can securely and non-interactively simulate BSS samples. As is standard in analyzing non-interactive simulations, our work relies on Fourier analytic techniques to approach this decidability problem. Our work begins by algebraizing the simulation-based security definition of SNIS. Then, using this algebraized definition of security, we analyze the properties of the Fourier spectrum of the reduction functions.
Given $(X,Y)$ and BSS with parameter $\epsilon$, our objective is to distinguish between the following two cases. (A) Does there exist a SNIS from BSS$(\epsilon)$ to $(X,Y)$ with $\delta$-insecurity? (B) Do all SNIS from BSS$(\epsilon)$ to $(X,Y)$ incur $\delta'$-insecurity, where $\delta'>\delta$? We prove that there exists a bounded computable time algorithm achieving this objective for the following cases. (1) $\delta=\bigO{1/n}$ and $\delta'=$ positive constant, and (2) $\delta=$ positive constant, and $\delta'=$ another (larger) positive constant. We also prove that $\delta=0$ is achievable only when $(X,Y)$ is another BSS, where $(X,Y)$ is an arbitrary distribution over $\minusoo\times\minusoo$. Furthermore, given $(X,Y)$, we provide a sufficient test determining if simulating BSS samples incurs a constant-insecurity, irrespective of the number of samples of $(X,Y)$.
Technically, our work proceeds by demonstrating that the weight of the Fourier spectrum of the reduction functions is at most $\bigO{\delta}$ on higher-order components, where $\delta$ is the insecurity of the SNIS.
23 February 2021
National Yunlin University of Science and Technology, Douliou, Yunlin County, Taiwan
Job PostingKeywords: Post-quantum cryptography, multivariate cryptography, multi-party computation, cryptographic protocols.
National Yunlin University of Science and Technology, Douliou, Yunlin County, Taiwan. YUNTECH is looking forward to recruiting young, talented and self-motivated students on two Ph.D. positions at PhD program of “Electrical Engineering and Computer Science” and “Information Management” to work on any of the following areas of applied cryptography under the supervision of Dr. Saru Kumari. Dr. Saru Kumari will join YUNTECH on 1st August 2021.
- Design of post-quantum cryptographic protocols
- Software and hardware implementation of post-quantum cryptographic protocols
- Multi-party computation
- Cryptographic protocols and their implementation
- Privacy-preserving cryptographic protocols for cloud/edge/fog computing
- Multivariate cryptographic protocols
- A bachelor & master degree in Computer Science/Information Security
- Strong mathematical background
- Proficient written and verbal communication skills in English
- Basic knowledge of blockchain technology
- Elementary knowledge of crypto-currencies and their security
What we provide: As one of the best engineering and technology universities, YUNTECH provides students with excellent academic and practical training, an excellent research environment, and strong supervision by world-class scholars. We help graduates to develop their career in information and telecommunication industry and semiconductor industry, the outstanding industry of Taiwan in the world. Students recommended by Dr Kumari will get a full tuition waiver and a monthly stipend.
How to apply:- CV (highlighting their interests and strengths)
- Transcripts
- via email with the subject line:- “Application for Ph.D. in applied cryptography at YUNTECH”, to Dr Saru Kumari at saryusiirohi@gmail.com keeping cc Hsin-I Huang (Sandy) at hsinyier@yuntech.edu.tw
- Application guide: https://reurl.cc/qmLgbg
- Application deadline: May 21, 2021.
Closing date for applications:
Contact: Dr Saru Kumari at saryusiirohi@gmail.com keeping cc Hsin-I Huang (Sandy) at hsinyier@yuntech.edu.tw
More information: https://eng.yuntech.edu.tw/
Villanova University, Philadelphia, PA, USA
Job PostingRequirements: preferred to be at the majors of Cryptography, Mathematics, Computer Science, Computer Engineering, Electrical Engineering and related others. Familiar with cryptanalysis and fault attack/detection will be desirable. Proficiency in programming languages such as C/C++ etc. Good at English communication and writing. Great enthusiasm of doing research oriented tasks. Excellent team work member.
Degree: both B.S. and M.S. graduates or similar are warmly welcomed to apply. Start date: Fall 2021. It is always better to apply as early as possible. Positions are open until they are filled.
The 2021 U.S. News & World Report ranks Villanova as tied for the 53th best National University in the U.S (Famous Alumni includes the Current First Lady of the United States, etc.).
Brief introduction of Dr. Xie: Dr. Jiafeng Harvest Xie is currently an Assistant Professor at the Department of Electrical and Computer Engineering of Villanova University. His research interests include cryptographic engineering, hardware security, and VLSI digital design. He is the Best Paper Awardee of IEEE HOST 2019. He has served the Associate Editor for Microelectronics Journal, IEEE Access, and IEEE Trans. Circuits and Systems II. He has also been awarded the 2019 IEEE Access Outstanding Associate Editor.
Closing date for applications:
Contact: Jiafeng Xie
More information: https://www1.villanova.edu/villanova/engineering/departments/ece/facultyStaff/biodetail.html?mail=jiafeng.xie@villanova.edu&xsl=bio_long
IRISA, Rennes, France
Job PostingRequirements:
Closing date for applications:
Contact: Annelie Heuser, annelie.heuser@irisa.fr
Kudelski Security, Switzerland and USA
Job PostingKudelski Security, a division of the Kudelski Group, is an innovative, independent Swiss provider of tailored cyber and media security solutions to enterprises and public sector institutions. Founded in 2012, Kudelski Security is headquartered in Phoenix, Arizona and Cheseaux-sur-Lausanne, Switzerland, and has offices all around the globe. For more information, please visit: www.kudelskisecurity.com
The Kudelski Security Research Team is looking for one (or more) researchers experienced with cryptography. You’ll join a multi-disciplinary team with members focused on cutting edge areas such as cryptography, quantum security, privacy preserving technologies, and AI security just to name a few. The position can be on-site or remote, and includes attractive salary and benefits depending on your seniority level.
Principal Duties:
Required:
For further information: https://careers.nagra.com/?page=adverti
Closing date for applications:
Contact: tommaso.gagliardoni@kudelskisecurity.com
More information: https://careers.nagra.com/?page=advertisement_display&id=11828
Lucerne University of Applied Sciences and Arts, Rotkreuz, Switzerland
Job PostingClosing date for applications:
Contact: Dr. Esther Hänggi
More information: https://recruitingapp-2678.umantis.com/Vacancies/2063/Description/1
Lucerne University of Applied Sciences and Arts, Rotkreuz, Switzerland
Job PostingClosing date for applications:
Contact: Dr. Esther Hänggi
More information: https://recruitingapp-2678.umantis.com/Vacancies/2062/Description/1
University of St. Gallen, School of Computer Science, Switzerland
Job PostingResponsibilities: More specifically, the job includes:
- Development and implementation of concepts and research results, both individually and in collaboration with researchers and PhD students,
- Run of experiments and simulation of realistic conditions to test the performance of developed algorithms and protocols,
- Development, maintenance and organization of software,
- Support to BSc, MSc and PhD students, postdocs and researchers who use the lab,
- Responsibility for the daily routines in the lab, for example purchases, installations, bookings, inventory,
- Producing media content for our group web page and social media platforms.
- The successful applicant is expected to hold or to be about to receive a M.Sc. degree in Computer Science, Electrical Engineering, Applied Mathematics or similar fields, preferably with a focus in Security and Privacy for Computer Science Systems.
- We are looking for a strongly motivated and self-driven person who is able to work and learn new things independently. Good command of English is required.
- You should have a good academic track record and well developed analytical and problem solving skills.
- Excellent programming skills and familiarity with cryptographic libraries.
- Previous experience in implementation projects with C++, Matlab, Python is desired.
Deadline for applications: 15 of March 2021Closing date for applications:
Contact: Katerina Mitrokotsa
More information: https://jobs.unisg.ch/offene-stellen/research-engineer-security-and-privacy-m-f-d/d511efde-a54d-46df-8571-eb03d4089c6f
Inria and ENS, Paris, France
Job PostingWe are looking for talented and motivated Post-docs to work on the ERC Advanced Grant project PARQ: Lattices in a Parallel and Quantum World. The project aims at studying the best parallel and quantum algorithms for lattice problems, and proposing automated tools to select safe parameters for lattice-based cryptography. It is hosted by the Inria cryptography team Cascade, located at ENS in downtown Paris. (see https://crypto.di.ens.fr/web2py )
The ideal candidates should have a PhD degree from a leading university, and a proven record of lattice-related publications in top venues. We offer a competitive salary and a budget for conference travel and research visits. Positions can be filled from April 1st, 2021. If you're interested, please send as soon as possible (and before June 1st, 2021):
- Your curriculum vitae
- Your two best publications
- Research statement
- Reference letters if possible
To apply: https://jobs.inria.fr/public/classic/fr/offres/2021-03340
Closing date for applications:
Contact: Phong Q. Nguyen ( Phong.Nguyen at inria.fr )
More information: https://jobs.inria.fr/public/classic/fr/offres/2021-03340
University College Cork, Ireland
Job PostingThe School of Computer Science & IT at University College Cork is a partner in the Science Foundation Ireland Centre for Research Training on Artificial Intelligence, which funds a number of 4-year PhD scholarships. The scholarships include full payment of university fees and a monthly tax-free stipend of €1,500, as well as a budget for equipment, travel, and training.
We are currently looking for candidates interested to work on privacy-preserving machine learning/artificial intelligence. Topics of interests include: advanced encryption for neural networks; anonymity and differential privacy; model ownership (watermarking and fingerprinting) and related attacks.
Interested candidates should write to Dr Paolo Palmieri (p.palmieri@cs.ucc.ie). Expressions of interest for the 2021-2022 call need to be received by February 26, 2021. Early applications will be given priority.
Applicants should include:
- a brief cover letter (1 page max) explaining their interest in the project topic, and mentioning any previous experience in privacy/cryptography/security;
- a curriculum vitae, mentioning the final grade/CGPA for each degree.
Closing date for applications:
Contact: Dr. Paolo Palmieri (p.palmieri@cs.ucc.ie)
University of Calgary, Calgary, AB, Canada
Job PostingClosing date for applications:
Contact: Prof. Andy Knight (Department Head) Email: eceinfo@ucalgary.ca
More information: https://engg.careers.ucalgary.ca/jobs/6242346-assistant-professor-secure-software-systems-department-of-electrical-and-computer-engineering
21 February 2021
Virtual event, Anywhere on Earth, 26 July - 28 July 2021
Event CalendarSubmission deadline: 15 March 2021
Notification: 12 April 2021
Virtual event, Anywhere on Earth, 8 September - 10 September 2021
Event CalendarSubmission deadline: 29 March 2021
Notification: 28 May 2021