PhD Students (2014—today)
- Annelie Heuser
(co-advisor Sylvain
Guilley, 2012-2015). Distinguishing
Distinguishers: A Theoretical Approach to Side-Channel
Analysis. European
Google Fellowship Award (2013). 1st PhD Prize of
Telecom Fundation (2016). 1st PhD Prize of Telecom
ParisTech (2016). CNRS researcher at IRISA
Rennes.
- Julien Gori (co-advisor Yves
Guiard and Michel Beaudouin-Lafon,
2015-2018). Modeling
the Speed/Accuracy Trade-Off using the Tools of Information
Theory. CNRS Researcher at Sorbonne
University.
- Éloi
de Chérisey (co-advisor, with Sylvain
Guilley, 2015-2018). Towards a Better Formalization of Side-Channels
Threats. French Ministry of Defense, Paris.
- Wanyu (Abby) Liu
(co-advisor Michel Beaudouin-Lafon and Yves
Guiard, 2015-2018). Information Theory as a Unified Tool for
Understanding and
Designing Human-Computer
Interaction. STIC
Doctoral School Award (2017). 1st PhD Prize of Telecom
ParisTech (2019). CNRS researcher at IRCAM
Paris.
- Alexander
Schaub (co-advisor Sylvain
Guilley, 2017-2020). Side Channels in Post-Quantum Cryptography: Attacks
and Countermeasures. DGA Engineer.
- Wei Cheng
(co-advisor Sylvain
Guilley and Jean-Luc
Danger, 2018-2021). What Can Information Guess? Towards Information
Leakage Quantification in Side-Channel Analysis.
ICE PhD Prize of the Institut
Polytechnique de Paris (2022). Post-Doc at
Secure-IC, Paris. Professor at Nanjing University of
Science and Technology (NUST).
- Yi Liu
(co-advisor Patrick
Solé and Sylvain
Guilley, 2020-2023). Finite Field Error
Correcting Codes for Cryptography. Researcher at
Shenzhen University of Technology.
- Julien
Béguinot (co-advisor Sylvain
Guilley, 2022-2025). Evaluation of Information
Leakage in Side Channels & Key
Distillation/Distribution. UPSaclay & IPParis Best
PhD Student Poster Audience Award (2023), Comelec Dept.
Research Excellence Award (2024).
- Xiaolin
Wang (co-advisor Joseph Boutros,
2022-2025). Information-Theoretic Analysis of
Neural Decoders.
- Pierre-Augustin
Berthet (CIFRE Hensoldt, co-advisor Cédric
Tavernier, 2023-2025) Secure Implementations of hybrid
classical & post-quantum algorithms on FPGAs.
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Older Publications Here
Recent Publications:
Olivier Rioul, "Alpha-leakage
via Fano's inequality for alpha-information," IEEE Information
Theory and Applications Workshop (ITA 2020), San Diego, USA,
Feb. 2-7, 2020. [Summary (PDF)]
Alexander Schaub, Olivier Rioul, Sylvain Guilley, Jean-Luc Danger,
and Joseph J. Boutros, "Rényi entropy estimation for secure
silicon fingerprints," IEEE Information Theory and
Applications Workshop (ITA 2020), San Diego, USA, Feb. 2-7,
2020. [Poster
(PDF)]
Patrick Solé, Olivier Rioul, and Minjia Shi, "Designs in finite
metric spaces," International Conference on Algebraic
Combinatorics and Applications (ALCOMA'20), Kloster Banz,
Lichtenfels, Germany, Mar. 29 - Apr. 23, 2020. [Summary (PDF)]
Wanyu Liu, Julien Gori, Olivier Rioul, Michel Beaudouin-Lafon, and
Yves Guiard, "How relevant is Hick’s law for HCI?" in Proc. ACM CHI Conference on Human Factors
in Computing Systems (CHI 2020), Honolulu, USA, Apr.
25-30th, 2020. [Full
text (PDF)]
Karim Zayana et Olivier Rioul, "Les probabilités ont la cote !",
CultureMath de l'ENS, en ligne le 16 juin 2020. [Lien Web] [Texte complet (PDF)]
Alexander Schaub, Olivier Rioul, Jean-Luc Danger, Sylvain Guilley,
and Joseph J. Boutros, "Challenge codes for physically unclonable
functions with Gaussian delays: A maximum entropy problem," in Advances in Mathematics of
Communication, Special Issue: Latin American Week on
Coding and Information, Vol. 14, No. 3, pp. 491-505, Aug. 2020. [Full
text (PDF)]
Alexander Schaub, Jean-Luc Danger, Olivier Rioul, and Sylvain
Guilley, "The big picture of delay-PUF dependability," in Proc. 24th
European Conference on Circuit Theory and Design (ECCTD'20),
Sofia, Bulgaria, Sept. 7-10, 2020. [Full text (PDF)]
Sébastien Carré, Sylvain Guilley, and Olivier Rioul, "Persistent
fault analysis with few encryptions," in Proc. 11th
International Workshop on Constructive Side-Channel Analysis and
Secure Design (COSADE 2020), Lugano, Switzerland, Oct. 5-7,
2020. Lecture Notes in Computer Science, Vol. 12244, pp. 3-24,
Springer, 2021. [Full
text (PDF)]
Olivier Rioul, "Rényi entropy power and normal transport," in
Proc. International Symposium on Information Theory and Its
Applications (ISITA 2020), Kapolei, Hawai'i , Oct.
24-27, 2020, pp. 1-5. [Full text
(PDF)]
Julien Gori and Olivier Rioul, "A feedback information-theoretic
transmission scheme (FITTS) for modeling trajectory variability in
aimed movements," Biological Cybernetics (Advances in
Computational Neuroscience and in Control and Information Theory
for Biological Systems), Vol. 114, pp. 621-641, Dec. 2020. [Full text (PDF)]
Éloi de Chérisey, Sylvain Guilley, Olivier Rioul, and Darshana
Jayasinghe, "Information theoretic distinguishers for timing
attacks with partial profiles: Solving the empty bin issue," Journal
of Information Security, special issue on Cryptography and
Encryption, Vol. 12, No. 1, Jan. 2021. [Full text
(PDF)]
Olivier Rioul, "A primer on Shannon's information theory,'' 1st
Meeting on Algebraic Structures and Their Applications (MASA'21),
Jeddah, Saudi Arabia, March 14-16, 2021. [Abstract (JPG)]
Olivier Rioul, "La vie et l'œuvre de Kolmogorov", CultureMath de
l'ENS, en ligne le 3 mai 2021. [Texte complet (PDF)] [Lien
Web] [English version
(PDF)] [Web
Link]
Olivier Rioul, "Qu'est-ce que la théorie de l'information ?",
CultureMath de l'ENS, en ligne le 23 juin 2021. [Text complet (PDF)] [Lien
Web]
Minjia Shi, Olivier Rioul, and Patrick Solé, "Designs in finite
metric spaces: A probabilistic approach," Graphs and
Combinatorics, Special Issue commemorating the 75th
anniversary of E. Bannai and H. Enomoto, Vol. 37, No. 4, July
2021. [Full text (PDF)]
Patrick Solé, Wei Cheng, Sylvain Guilley, and Olivier Rioul, "Bent
sequences over Hadamard codes for physically unclonable
functions," in Proc. 2021 IEEE International Symposium on
Information Theory (ISIT 2021), 12-20 July 2021, Melbourne,
Victoria, Australia. [Full text (PDF)]
Olivier Rioul, Wei Cheng, and Sylvain Guilley, "Cumulant expansion
of mutual information for quantifying leakage of a protected
secret," in Proc. 2021 IEEE International Symposium on
Information Theory (ISIT 2021), 12-20 July 2021, Melbourne,
Victoria, Australia. [Full
text (PDF)]
Olivier Rioul, "A primer on alpha-information theory with
application to leakage in secrecy systems," in Proc. 5th
conference on Geometric Science of Information (GSI'21),
Paris, France, 21-23 July 2021. Lecture Notes in Computer Science,
Vol. 12829, pp. 459-467, Springer, 2021. [Full text (PDF)]
Wei Cheng, Yi Liu, Sylvain Guilley and Olivier Rioul, "Towards
finding best linear codes for side-channel protections," in Proc.
10th International Workshop on Security Proofs for Embedded
Systems (PROOFS 2021), Beijing, China, Sept. 17, 2021, EPiC Series
in Computing, vol. 87, 2022, pp. 83-99. [Full text (PDF)]
Yi Liu, Wei Cheng, Sylvain Guilley, and Olivier Rioul, "On
conditional alpha-information and its application in side-channel
analysis," in Proc. 2021 IEEE Information Theory Workshop
(ITW 2021), Kanazawa, Japan, Oct. 17-21, 2021. [Full text (PDF)]
Patrick Solé, Yi Liu, Wei Cheng, Sylvain Guilley, and Olivier
Rioul, "Linear programming bounds on the kissing number of q-ary
codes," in Proc. 2021 IEEE Information Theory Workshop
(ITW2021), Kanazawa, Japan, Oct. 17-21, 2021. [Full text (PDF)]
Andrei Tănăsescu, Marios O. Choudary, Olivier Rioul, and
Pantelimon George Popescu, "Tight and scalable side-channel attack
evaluations through asymptotically optimal Massey-like
inequalities on guessing entropy," Entropy, vol. 23, no.
11, 1538, pp. 1-10, Nov. 2021. [Link] [Full text
(PDF)]
Olivier Rioul, "The life and work of Kolmogorov", CultureMath ENS,
published online Jan. 28, 2022. [Full
text (PDF)] [Web
Link] [Version française
(PDF)] [Lien
Web]
Olivier Rioul, "Fuites d'information et attaques par canaux
cachés", Séminaire au Collège de France, 2 mars 2022. [Lien
Vidéo
sur le site du Collège de France] [Vidéo (MP4 basse résolution)]
[Slides]
Olivier Rioul, "On Gaussian bounds for discrete entropies," IEEE
Information Theory and Applications Workshop (ITA 2022), San
Diego, USA, May 22-27, 2022. [Full
text (PDF)]
Olivier Rioul, "Variations on a theme by Massey," IEEE
Transactions on Information Theory, Vol. 68, No. 5, pp.
2813-2828, May 2022. [Full text
(PDF)]
Olivier Rioul, "Claude Shannon", Interview, CultureMath Des
mathématiques vivantes [Lien
Vidéo][Vidéo]
Yi Liu, Wei Cheng, Sylvain Guilley, and Olivier Rioul, "Evaluation
of side-channel attacks using alpha-information," 18th
International Workshop on Cryptographic Architectures Embedded
in Logic Devices (CryptArchi 2022), Porquerolles, France,
May 29-June 1st, 2022. [Summary (PDF)][Slides (PDF)]
Julien Béguinot, Wei Cheng, Sylvain Guilley, and Olivier Rioul,
"Unprofiled expectation-maximization attack," 18th
International Workshop on Cryptographic Architectures Embedded
in Logic Devices (CryptArchi 2022), Porquerolles, France,
May 29-June 1st, 2022. [Summary (PDF)][Slides
(PDF)]
Wei Cheng, Olivier Rioul, Yi Liu, Julien Béguinot, and Sylvain
Guilley, "Side-channel information leakage of code-based masked
implementations," 17th Canadian Workshop on Information Theory
(CWIT 2022), Ottawa, Ontario, Canada, June 5-8, 2022 [Full text
(PDF)]
Wei Cheng, Yi Liu, Sylvain Guilley, and Olivier Rioul, "Attacking
masked cryptographic implementations: Information-theoretic
bounds," in Proc. 2022 IEEE International Symposium on
Information Theory (ISIT 2022), Espoo, Finland, June 26-July
1, 2022. [Full
text (PDF)]
Olivier Rioul, "What is randomness? The interplay between
alpha-entropies, total variation and guessing," invited paper,
in Proc. 41st International Conference on Bayesian and Maximum
Entropy methods in Science and Engineering (MaxEnt 2022),
Paris, France, July 18-22, 2022. Physical Sciences Forum
2022, Vol. 5, No. 30, 9 pp., Dec. 2022. [Full text (PDF)]
Olivier Rioul and Hang Nguyen, "Non-asymptotic bounds of
point-to-point communication with or without perfect feedback
using alpha-information theory," in Proc. IEEE 9th
International Conference on Communications and Electronics (ICCE
2022), Nha Trang City, Vietnam, July 27-29, 2022.[Full
text (PDF)]
Wanyu Liu, Olivier Rioul, and Michel Beaudouin-Lafon, "Bayesian
information gain to design interaction," Chapter 3, in Bayesian
Methods for Interaction and Design, Cambridge University
Press, pp. 117-133, Aug. 2022. [Full text (PDF)]
Julien Béguinot, Wei Cheng, Sylvain Guilley, and Olivier Rioul,
"Be my guess: Guessing entropy vs. success rate for evaluating
side-channel attacks of secure chips," in Proc. 25th Euromicro
Conference on Digital System Design (DSD 2022), Maspalomas,
Gran Canaria, Spain, Aug. 31–Sep. 2nd, 2022. [Full text
(PDF)]
Olivier Rioul, Julien Béguinot, Victor Rabiet et Antoine
Souloumiac, "La véritable (et méconnue) théorie de l'information
de Shannon", in Proc. 28e Colloque GRETSI 2022, Nancy,
France, 6-9 Sept. 2022. [Texte
complet (PDF)]
Olivier Rioul, Estimation paramétrique, Spartacus - Idh :
Paris, 154 pp., Sept. 2022. [Lien éditeur]
Julien Béguinot, Wei Cheng, Sylvain Guilley, and Olivier Rioul,
"Side-channel expectation-maximization attacks," Transactions
on Cryptographic Hardware and Embedded Systems (CHES 2022),
Vol. 2022, No. 2, Leuven, Belgium, Sept. 18-21, 2022. [Full text
(PDF)]
Wei Cheng, Jean-Luc Danger, Sylvain Guilley, Fan Huang, Amina Bel
Korchi, and Olivier Rioul, "Cache-timing attack on the SEAL
homomorphic encryption library," in Proc. 11th International
Workshop on Security Proofs for Embedded Systems (PROOFS 2022),
Leuven, Belgium, Sept. 22, 2022. [Full
text (PDF)]
Olivier Rioul, "Alpha-capacity of communication channels with
feedback: Theoretical overview," invited talk, Huawei’s
Strategy and Technology Workshop (STW 2022), Shenzhen,
China, Sept. 26-28, 2022. [Slides (PDF)]
Olivier Rioul, "«
« La connaissance réduit l’incertitude » : un théorème ? |
CultureMath
La connaissance réduit l'incertitude » : un théorème ?",
(Incertitude et connaissance : la polysémie mathématique et
linguistique), 5e Nuit de l’ENS, 9 sept. 2022. CultureMath de
l'ENS, en ligne le 7 novembre 2022. [Lien
Web ENS] [Lien
Web] [Texte complet (PDF)].
Conférence en deux parties, suivi de "La polysémie en
mathématique" par Divna Petković, CultureMath de l'ENS, en ligne
le 19 avril 2024 [Lien
Web]
Loïc Masure, Olivier Rioul, and François-Xavier Standaert, "A
nearly tight proof of Duc et al.'s conjectured security bound for
masked implementations," in Proc. 21st Smart Card Research and
Advanced Application Conference (CARDIS 2022), Birmingham,
UK, Nov. 7-9, 2022. Lecture Notes on Computer Science, Vol. 13820, pp.
69–81, Springer Nature, 2023. [Full text (PDF)]
Wei Cheng, Yi Liu, Sylvain
Guilley, and Olivier Rioul, "Towards finding best linear
codes for side-channel protections (extended version)," Journal
of Cryptographic Engineering, online 15 Nov. 2022. [Full text
(PDF)]
Olivier Rioul, "The role of Mrs. Gerber's lemma for evaluating the
information leakage of masked computations," IEEE Information
Theory and Applications Workshop (ITA 2023), San Diego, USA,
Feb. 12–17, 2023. [Summary (PDF)]
Julien Béguinot, Wei Cheng, Sylvain Guilley, Yi Liu, Loïc
Masure, Olivier Rioul, and François-Xavier Standaert, "Removing
the field size loss from Duc et al.'s conjectured security bound
for masked encodings," in Proc. 14th International Workshop
on Constructive Side-Channel Analysis and Secure Design
(COSADE 2023), Munich, Germany, Apr. 3-4, 2023. Lecture
Notes on Computer Science, Vol. 13979, pp. 86–104, Springer
Nature, 2023. [Full
text (PDF)]
Sylvain Guilley and Olivier Rioul, "All you ever wanted to know
about side-channel attacks and protections," Masterclass M31, 15e
Forum International de la Cybersécurité (FIC 2023), Lille,
France, 5-7 avril 2023. [Full text (PDF)] [Video
link]
Julien Béguinot, Olivier Rioul, Sylvain Guilley, Wei Cheng, and Yi
Liu, "Side-Channel Security. How Much Are You Secure? Mrs.
Gerber’s Lemma and Majorization," Poster, Colloque de
l'Institut Mines-Télécom, Risques & Cyber : Sécurité et
Résilience, Palaiseau, France, Apr. 13, 2023. [Poster
(PDF)]
Yi Liu, Julien Béguinot, Wei Cheng, Sylvain Guilley, Loïc
Masure, Olivier Rioul, and François-Xavier Standaert, "Improved
alpha-information bounds for higher-order masked cryptographic
implementations," IEEE Information Theory Workshop (ITW
2023), Saint Malo, France, Apr. 23-28, 2023. [Full
text (PDF)]
Olivier Rioul et Victor Rabiet, "Cardinal, mais qu’est-ce donc
cette diablerie ?", CultureMath de l'ENS, en ligne le 15 mai
2023. [Texte
complet (PDF)] [Lien
Web]
Olivier Rioul,
Julien Béguinot, Yi Liu, Wei Cheng, and Sylvain Guilley, "A
generic information-theoretic framework for evaluating the
side-channel security of masked implementations," 19th
International Workshop on Cryptographic Architectures
Embedded in Logic Devices (CryptArchi 2023),
Cantabria, Spain, June 11-14, 2023. [Summary
(PDF)] [Slides
(PDF)]
Julien Béguinot, Yi Liu, Olivier Rioul, Wei
Cheng, and Sylvain Guilley, "Maximal leakage of masked
implementations using Mrs. Gerber's lemma for min-entropy," in
Proc. IEEE International Symposium on Information Theory
(ISIT 2023), Taipei, Taiwan, June 25-30, 2023. [Full
text (PDF)]
Olivier
Rioul, "The interplay between error, total variation,
alpha-entropy and guessing: Fano and Pinsker direct and
reverse inequalities," Entropy, Vol. 25, No. 7,
978, pp. 1-31, June 2023. [Link]
[Full
text (PDF)]
Wei Cheng, Sylvain Guilley,
and Olivier Rioul, "All you ever wanted to know about
side-channel attacks and protections (and a forthcoming
book)," 4th Free Silicon Conference (FSiC 2023),
Paris, France, July 10-12, 2023. [Link]
Olivier Rioul, "Information theory as a unifying tool for
understanding and designing human-computer interaction,"
invited keynote I, 7th International Conference on
Computer, Software and Modeling (ICCSM 2023), Paris,
France, July 21-23, 2023. [Summary (PDF)]
Julien Béguinot, Jean-Luc Danger, Olivier Rioul, Sylvain
Guilley, Wei Cheng, and Ville Yli-Mäyry, "Reliability of ring
oscillator PUFs with reduced helper data," in Proc. 18th
International Workshop on Security (IWSEC 2023), Yokohama,
Japan, Aug. 29-31, 2023. Lecture Notes in Computer
Science, Vol. 14128, pp. 36-56, Springer, 2023.
[Full
text (PDF)]
Olivier Rioul,
"A historical perspective on Schützenberger-Pinsker
inequalities," in Proc. 6th International Conference on
Geometric Science of Information (GSI 2023), Saint
Malo, France, Aug. 30-Sept. 1, 2023. Proceedings, Part
I, Lecture Notes in Computer Science, Vol. 14071, pp.
291-306, Springer, 2023. [Full text (PDF)]
Xiaolin Wang, Joseph J. Boutros, and Olivier Rioul, "The
challenging neural decoding with general-purpose networks
and its improvement via probabilistic embeddings," 8th
Junior Conference on Data Science and Engineering
(JDSE'23), Orsay, France, Sept. 27-28, 2023. [Summary(PDF)]
[Poster
(PDF)]
Olivier Rioul, "Calcul sans peine", Au Fil des Maths,
Bulletin de l'APMEP, No. 549, pp. 88-89, Sept. 2023. [Texte
complet (PDF)]
Karim Zayana et Olivier Rioul,
"Le soleil se lèvera-t-il demain ?", Tangente Hors
série n°88, pp. 46-47, Déc. 2023. [Texte complet (PDF)]
Bibliothèque Tangente n°88, pp. 128-130, Déc. 2024. [Texte complet
(PDF)]
Olivier Rioul, "Trois
lois des erreurs", Tangente Hors série n°88, pp.
48-50, Déc. 2023. [Texte complet (PDF)] Bibliothèque
Tangente n°88, pp. 132-135, Déc. 2024. [Texte
complet (PDF)]
Olivier Rioul, "Le théorème d’échantillonnage... de Shannon
?", CultureMath de l'ENS, en ligne le 12 janvier
2024. [Texte complet (PDF)] [Lien
Web]
Idris Delsol, Olivier Rioul, Julien Béguinot, Victor Rabiet,
and Antoine Souloumiac, "An information theoretic condition
for perfect reconstruction," Entropy, vol. 26, no.
1, 86, Special Issue: "Shannon Entropy: Mathematical View,"
Jan. 2024. [Link] [Full
text (PDF)]
Yanxi Li, Derek S. Young, Julien Gori, and Olivier Rioul, "A
novel mixture model for characterizing human aiming
performance data," Statistical Modelling, Vol.
24, published online Apr. 25, 2024. [Full text (PDF)]
[Supplementary
Material (PDF)]
O. Rioul, "A historical perspective on
Schützenberger-Pinsker inequalities (extended version)," Information
Geometry, Special issue of selected papers in
Geometric Science of Information, published online May 31st,
2024. [Full text (PDF)]
Julien Béguinot, Wei Cheng, Sylvain Guilley,
and
Olivier Rioul, "Be
my guesses: The interplay between side-channel leakage
metrics," Microprocessors and Microsystems: Embedded
Hardware Design (MICPRO), vol. 107, article 105045, June
2024. [Full text
(PDF)]
Julien Béguinot, Wei
Cheng, Sylvain Guilley, and Olivier Rioul, "Tight side-channel
security bounds on hardware cryptographic engines," 5th
Free Silicon Conference (FSiC 2024), Paris, France, June
19-21, 2024. [Link]
Xiaolin Wang, Joseph J. Boutros, and Olivier Rioul,
"Neural decoding with log-ratio images," Poster at the 2024
IEEE European School of Information Theory (ESIT'24),
Eindhoven, the Netherlands, July 1-5, 2024. [Poster (PDF)]
Olivier Rioul, "Information Lattices," invited keynote
I, 8th International Conference on Computer,
Software and Modeling, 8th International Conference
on Education and Distance Learning (ICCSM 2024 &
ICEDL 2024), Paris, France, July 4-6, 2024. [Summary
(PDF)]
Julien
Béguinot and Olivier
Rioul, "What
can information guess ? Guessing advantage vs. Rényi entropy
for small leakages," in Proc. IEEE International Symposium
on Information Theory (ISIT 2024), Athens, Greece, July
7-12, 2024. [Full text (PDF)]
Julien Béguinot, Wei Cheng, Sylvain Guilley, and Olivier
Rioul, "Formal security proofs via Doeblin coefficients:
Optimal side-channel factorization from noisy leakage to
random probing," in Proc. 44th Annual International
Cryptology Conference (CRYPTO 2024), Santa Barbara, USA,
Aug. 18-22, 2024. Lecture Notes in Computer Science,
Advances in Cryptology -
CRYPTO 2024, Part VI, Vol. 14925, pp. 389-426, Springer, 2024.
[Full text
(PDF)] Long version with proofs and appendix,
ia.cr/2024/199 [Full text
(PDF)]
Olivier Rioul and Antoine Souloumiac, "Towards a perfect
reconstruction theory," in Proc. 32nd European Signal
Processing Conference (EUSIPCO 2024), Lyon, France, Aug.
26-30, 2024. [Full text (PDF)]
Wei Cheng,
Sylvain Guilley and Olivier Rioul, Mathematical
Foundations of Side-Channel Analysis of Cryptographic
Systems, Springer, 416 pp., 2025. [Editor
Link]
Yi Liu, Wei Cheng, Olivier Rioul, Sylvain
Guilley, and Patrick Solé, "Kissing number of codes: A survey,"
Chapter, VIASM, Springer Lecture Notes in Mathematics, to appear,
2025. [Full text (PDF)]
last modified 2024-10-31