Mathematical Statistics and Data Science

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  • 2025

    Data Matters: The Case of Predicting Mobile Cellular Traffic

    Vesselinova, N., Harjula, M. & Ilmonen, P., 4 Jun 2025, 2025 IEEE Vehicular Networking Conference (VNC). IEEE, p. 1-8 8 p. 11054248

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • 2024

    Breaking DPA-Protected Kyber via the Pair-Pointwise Multiplication

    Bock, E. A., Banegas, G., Brzuska, C., Chmielewski, Ł., Puniamurthy, K. & Šorf, M., 1 Mar 2024, Applied Cryptography and Network Security - 22nd International Conference, ACNS 2024, Proceedings. Pöpper, C. & Batina, L. (eds.). Springer, p. 101-130 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14584 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    3 Citations (Scopus)

  • CryptoZoo : A Viewer for Reduction Proofs

    Brzuska, C., Egger, C. & Puniamurthy, K., 1 Mar 2024, Applied Cryptography and Network Security - 22nd International Conference, ACNS 2024, Proceedings. Pöpper, C. & Batina, L. (eds.). Springer, p. 3-25 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14583 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Instantiating the Hash-Then-Evaluate Paradigm : Strengthening PRFs, PCFs, and OPRFs

    Brzuska, C., Couteau, G., Egger, C., Karanko, P. & Meyer, P., 2024, Security and Cryptography for Networks - 14th International Conference, SCN 2024, Proceedings. Galdi, C. & Phan, D. H. (eds.). Springer, p. 97-116 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14974 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • On Fβ-score and Cost-Consistency in Evaluation of Imbalanced Classification

    Avela, A., 11 Oct 2024, 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com, p. 245-250 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
  • 2023

    Adaptive Distributional Security for Garbling Schemes with O(| x| ) Online Complexity

    Bock, E. A., Brzuska, C., Karanko, P., Oechsner, S. & Puniamurthy, K., 2023, Advances in Cryptology – ASIACRYPT 2023 - 29th International Conference on the Theory and Application of Cryptology and Information Security, Proceedings. Guo, J. & Steinfeld, R. (eds.). Springer, p. 139-171 33 p. (Lecture Notes in Computer Science; vol. 14438 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • A State-Separating Proof for Yao's Garbling Scheme

    Brzuska, C. & Oechsner, S., 2023, Proceedings - 2023 IEEE 36th Computer Security Foundations Symposium, CSF 2023. IEEE, p. 137-152 16 p. (Proceedings - IEEE Computer Security Foundations Symposium; vol. 2023-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    3 Citations (Scopus)

  • Multilayer Hypergraph Clustering Using the Aggregate Similarity Matrix

    Alaluusua, K., Avrachenkov, K., Kumar, B. R. V. & Leskelä, L., 2023, Algorithms and Models for the Web Graph - 18th International Workshop, WAW 2023, Proceedings. Dewar, M., Théberge, F., Prałat, P., Szufel, P. & Wrzosek, M. (eds.). Springer, p. 83-98 16 p. (Lecture Notes in Computer Science; vol. 13894 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    2 Citations (Scopus)
  • 2022

    Consistent Bayesian community recovery in multilayer networks

    Alaluusua, K. & Leskelä, L., 3 Aug 2022, 2022 IEEE International Symposium on Information Theory (ISIT). IEEE, p. 2726-2731 6 p. (IEEE International Symposium on Information Theory).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    1 Citation (Scopus)

  • Key-Schedule Security for the TLS 1.3 Standard

    Brzuska, C., Delignat-Lavaud, A., Egger, C., Fournet, C., Kohbrok, K. & Kohlweiss, M., 2022, Advances in Cryptology – ASIACRYPT 2022 - 28th International Conference on the Theory and Application of Cryptology and Information Security, 2022, Proceedings. Agrawal, S. & Lin, D. (eds.). Springer, p. 621-650 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13791 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    1 Citation (Scopus)

  • On Building Fine-Grained One-Way Functions from Strong Average-Case Hardness

    Brzuska, C. & Couteau, G., 2022, Advances in Cryptology – EUROCRYPT 2022 - 41st Annual International Conference on the Theory and Applications of Cryptographic Techniques, 2022, Proceedings. Dunkelman, O. & Dziembowski, S. (eds.). Springer, p. 584-613 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13276 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    5 Citations (Scopus)

  • Security Analysis of the MLS Key Derivation

    Brzuska, C., Cornelissen, E. & Kohbrok, K., 2022, Proceedings - 43rd IEEE Symposium on Security and Privacy, SP 2022. IEEE, p. 2535-2553 19 p. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    File
    19 Citations (Scopus)
    162 Downloads (Pure)
  • 2021

    On Derandomizing Yao’s Weak-to-Strong OWF Construction

    Brzuska, C., Couteau, G., Karanko, P. & Rohrbach, F., 4 Nov 2021, Theory of Cryptography: 19th International Conference, TCC 2021, Raleigh, NC, USA, November 8–11, 2021, Proceedings, Part II. Nissim, K., Waters, B. & Waters, B. (eds.). Springer, p. 429-456 28 p. (Lecture Notes in Computer Science; vol. 13043).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    1 Citation (Scopus)

  • Recovering Communities in Temporal Networks Using Persistent Edges

    Avrachenkov, K., Dreveton, M. & Leskelä, L., 2021, Computational Data and Social Networks - 10th International Conference, CSoNet 2021, Proceedings. Mohaisen, D. & Jin, R. (eds.). Springer, p. 243-254 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13116 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    1 Citation (Scopus)
  • 2020

    Assortativity and bidegree distributions on Bernoulli random graph superpositions

    Bloznelis, M., Karjalainen, J. & Leskelä, L., 2 Jun 2020, Algorithms and Models for the Web Graph - 17th International Workshop, WAW 2020, Proceedings: 17th International Workshop, WAW 2020, Warsaw, Poland, September 21–22, 2020, Proceedings. Kaminski, B., Szufel, P. & Pralat, P. (eds.). Springer, p. 68-81 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12091).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    1 Citation (Scopus)

  • Security Reductions for White-Box Key-Storage in Mobile Payments

    Alpirez Bock, E., Brzuska, C., Fischlin, M., Janson, C. & Michiels, W., 2020, International Conference on the Theory and Application of Cryptology and Information Security: ASIACRYPT 2020: Advances in Cryptology – ASIACRYPT 2020 . Moriai, S. & Wang, H. (eds.). Springer, p. 221-252 32 p. (Lecture Notes in Computer Science ; vol. 12491).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    10 Citations (Scopus)

  • Towards analyzing large graphs with quantum annealing

    Reittu, H., Kotovirta, V., Leskelä, L., Rummukainen, H. & Räty, T., 24 Feb 2020, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). IEEE, p. 2457-2464 9006174

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    4 Citations (Scopus)
  • 2019

    Analysis of large sparse graphs using regular decomposition of graph distance matrices

    Reittu, H., Leskelä, L., Räty, T. & Fiorucci, M., 22 Jan 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). IEEE, p. 3784-3792 9 p. 8622118

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    8 Citations (Scopus)

  • Doubly Half-Injective PRGs for Incompressible White-Box Cryptography

    Alpirez Bock, E., Amadori, A., Bos, J. W., Brzuska, C. & Michiels, W., 1 Jan 2019, Topics in Cryptology – CT-RSA 2019 - The Cryptographers’ Track at the RSA Conference 2019, Proceedings. Matsui, M. (ed.). Springer, p. 189-209 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11405 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    7 Citations (Scopus)

  • Minimum distance index for non-square complex valued mixing matrices

    Lietzén, N., Virta, J., Nordhausen, K. & Ilmonen, P., 2019, Proceedings of the XII International Conference on Computer Data Analysis & Modeling 2019 (CDAM). Belarusian State University, p. 79-86

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Tensor network complexity of multilinear maps

    Austrin, P., Kaski, P. & Kubjas, K., 1 Jan 2019, 10th Innovations in Theoretical Computer Science, ITCS 2019. Blum, A. (ed.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 1-21 7. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 124).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    66 Downloads (Pure)
  • 2018

    On the ineffectiveness of internal encodings - Revisiting the DCA attack on white-box cryptography

    Alpirez Bock, E., Brzuska, C., Michiels, W. & Treff, A., 1 Jan 2018, Applied Cryptography and Network Security: 16th International Conference, ACNS 2018, Proceedings. Springer, p. 103-120 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10892 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    24 Citations (Scopus)

  • Parameter Estimators of Sparse Random Intersection Graphs with Thinned Communities

    Karjalainen, J., van Leeuwaarden, J. & Leskelä, L., May 2018, Algorithms and Models for the Web Graph: 15th International Workshop, WAW 2018, Moscow, Russia, May 17-18, 2018, Proceedings. Bonato, A., Prałat, P. & Raigorodskii, A. (eds.). Springer, p. 44-58 15 p. (Lecture Notes in Computer Science ; vol. 10836).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • State separation for code-based game-playing proofs

    Brzuska, C., Delignat-Lavaud, A., Fournet, C., Kohbrok, K. & Kohlweiss, M., 1 Jan 2018, Advances in Cryptology – ASIACRYPT 2018 - 24th International Conference on the Theory and Application of Cryptology and Information Security, Proceedings. Peyrin, T. & Galbraith, S. (eds.). Springer, p. 222-249 28 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11274 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    21 Citations (Scopus)
  • 2017

    Complex valued robust multidimensional SOBI

    Lietzén, N., Nordhausen, K. & Ilmonen, P., 2017, Latent Variable Analysis and Signal Separation - 13th International Conference, LVA/ICA 2017, Proceedings. Springer, Vol. 10169 LNCS. p. 131-140 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10169 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    2 Citations (Scopus)

  • Moment-based parameter estimation in binomial random intersection graph models

    Karjalainen, J. & Leskelä, L., 6 Sept 2017, Algorithms and Models for the Web Graph: 14th International Workshop, WAW 2017, Toronto, ON, Canada, June 15–16, 2017, Revised Selected Papers. Bonato, A., Graham, F. C. & Prałat, P. (eds.). Springer, p. 1–15 (Lecture Notes in Computer Science; vol. 10519).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    5 Citations (Scopus)

  • Nonparametric Splitting Algorithm for Detecting Structural Changes in Predictive Relationships

    Gorskikh, O., Malo, P. & Ilmonen, P., May 2017, Proceedings of the International Conference on Compute and Data Analysis (ICCDA). ACM, p. 143-149 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • 2016

    Diclique clustering in a directed random intersection graph

    Bloznelis, M. & Leskelä, L., 11 Nov 2016, Algorithms and Models for the Web Graph. Springer, p. 22-33 12 p. (Lecture Notes in Computer Science; vol. 10088).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    4 Citations (Scopus)
  • 2015

    An Affine Equivariant Robust Second-Order BSS Method

    Ilmonen, P., Nordhausen, K., Oja, H. & Theis, F., 2015, The 12th International Conference on Latent Variable Analysis and Signal Separation LVA/ICA 2015, August 25 - 28, 2015 in Liberec, Czech Republic.. Vincent E., Y. A. (ed.). p. 328-335

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    7 Citations (Scopus)

  • The impact of degree variability on connectivity properties of large networks

    Leskelä, L. & Ngo, H., 2015, 12th Workshop on Algorithms and Models for the Web-graph (WAW2015), 10.-11.12.2015, Eindhoven, Hollanti. Goos, G., Hartmanis, J. & van Leeuwen, J. (eds.). p. 66-77

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    1 Citation (Scopus)
  • 2014

    Flow coupling and stochastic ordering of throughputs in linear networks

    Leskelä, L., 2014, 8th International Conference on Performance Evaluation Methodologies and Tools (Valuetools), 2014.Bratislava, Slovakia December 911, 2014.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • 2009

    Computational methods for stochastic relations and Markovian couplings

    Leskelä, L., 2009, 4th International ICST Workshop on Tools for solving Structured Markov Chains: SMCTools 2009. ACM

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • 2007

    A tandem queueing network with feedback admission control

    Leskelä, L. & Resing, J., 2007, Network Control and Optimization - First EuroFGI International Conference, NET-COOP 2007, Avignon, France, June 2007. Chahed, T. & Tuffin, B. (eds.). EU: Springer, p. 129-137

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    5 Citations (Scopus)
  • 2005

    Does repacking improve performance of multiclass loss networks with overflow routing?

    George, L., Jonckheere, M. & Leskelä, L., 2005, The 19th International Teletraffic Congress, Beijing, China, 29 Aug - 2 Sep 2005. Liang, X., Xin, Z., Iversen, V. B. & Kuo, G. S. (eds.). Beijing: Beijing University of Posts and Telecommunications (BUPT), p. 1365-1373

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review