Seminars & Webinars

Forthcoming Seminars/Webinars


Link to the Webinar:

Graphs are fundamental mathematical structures that are widely used in various fields for network data analysis to model complex relationships within and between data, signals, and processes. In particular, graph signals arise in many modern applications, leading to the emergence of the area of graph signal processing (GSP) in the last decade. GSP theory extends concepts and techniques from traditional digital signal processing (DSP) to data indexed by generic graphs, including the graph Fourier transform (GFT), graph filter design, and sampling and recovery of graph signals. However, most of the research effort in this field has been devoted to the purely deterministic setting. In this study, we consider the extension of statistical signal processing (SSP) theory by developing graph SSP (GSSP) methods and bounds. Special attention will be given to the development of GSP methods for monitoring the power systems, which has significant practical importance, in addition to its contribution to the enrichment of theoretical GSSP tools. In particular, we will discuss the following problems (as time permits): 1) Bayesian estimation of graph signals in non-linear models; 2) the identification of edge disconnections in networks based on graph filter representation; 3) the development of performance bounds, such as the well-known Cramér-Rao bound (CRB), on the performance in various estimation problems that are related to the graph structure; 4) the detection of false data injected (FDI) attacks on the power systems by GSP tools; 5) Laplacian learning with applications to admittance matrix estimation. The methods developed in these works use GSP concepts, such as graph spectrum, GSP, graph filters, and sampling over graphs.

Tirza Routtenberg is an Associate Professor in the School of Electrical and Computer Engineering at Ben-Gurion University of the Negev, Israel. In addition, she was a William R. Kenan, Jr., Visiting Professor for Distinguished Teaching at the Electrical and Computer Engineering Department at Princeton University for 2022-2023. She was the recipient of four Best Student Paper Awards at international conferences. She is currently an Associate Editor of IEEE Transactions on Signal and Information Processing Over Networks and of IEEE Signal Processing Letters. In addition, she is part of the SPS Technical Directions Board Representative on the Education Board. Her research interests include statistical signal processing, graph signal processing, and optimization and signal processing for smart grids.

Link to the Webinar:

More information will follow.


Within the EURASIP Seminars program, financial support up to 1000 Euro from EURASIP can be obtained for inviting a speaker to deliver a lecture at the organiser’s institution. The invited speaker should have a strong link to EURASIP, such as for example EURASIP Fellows or Society Awardees.

Information for Prospective Seminar Organisers

If you are interested in organising a EURASIP Seminar, please contact the EURASIP Director for Technical Programs and Membership by email.


Within the EURASIP Seminars program, financial support of 500 Euro can be obtained from EURASIP for the speaker to deliver high quality research webinars for the Signal Processing Community EURASIP. The invited speaker should have a strong link to EURASIP. A strong link can be evidenced by Membership of EURASIP, membership of a EURASIP Technical Area Committee, Awards of a EURASIP prize e.g. fellowship, publications in EURASIP Journals etc.

Information for Prospective Webinar Organisers

If you are interested in organising a EURASIP Webinar, please identify the most appropriate Technical Area Committee and email the Chair of the TAC outlining the topic for the webinar and the speaker.

Download here the consent form to share the recorded materials.

Past Seminars/Webinars


Link to the recording:

The analysis and design of broadband multichannel systems typically involves convolutive mixing, characterised by matrices of transfer functions. Further, many broadband multichannel problems can be formulated using space-time covariance matrices that include an explicit lag variable and thus cross-correlation sequences as entries. This is in contrast to narrowband challenges, where the problem formulation relies on standard (i.e. constant) matrices; a rich set of solutions that are optimal in various senses can be reached from these formulations by matrix factorisations such as the eigenvalue or singular value decompositions. In order to extend the utility of such linear algebraic techniques to the broadband case, the diagonalisation or factorisation of matrices of functions is key.

In this webinar, I will show that such matrices are quite ubiquitous in multichannel signal processing, review some of the theory for their factorisations, and show how with such techniques broadband formulations and solutions directly generalise from their narrowband counterparts. I will sketch out a number of algorithms and illustrate their use in a few example applications such as beamforming, angle or arrival estimation, and signal compaction.

Stephan Weiss is a professor of signal processing at the University of Strathclyde. He received a Dipl.-Ing. degree from the University of Erlangen-Nuernberg in 1995, and a PhD in signal processing from the University of Strathclyde. Following academic appointments at Strathclyde (1998/99) and the University of Southampton (1999-2006), he has been back at Strathclyde since 2006. His interests include adaptive, multirate, and array signal processing;  In particular, with a number of collaborators, he has  championed polynomial matrix methods, the topic of this webinar, for the past two decades. He co-organised a number of events, such as EUSIPCO’09 and ICASSP’19 in Brighton, and served as head of Strathclyde’s Centre for Signal & Image Processing from 2015-2022.

Link to the recording:

In recent years, information hiding methods have been increasingly applied in computer networks, especially by malware. This webinar starts with an introduction to network-level information hiding methods, including techniques of network covert channel research and selected methods of censorship circumvention. It highlights the recent advancements regarding a taxonomy for concealment and obfuscation methods (cf. [1,2] and and provides an outlook on future steps to be undertaken in this context. Afterwards, the webinar highlights a novel concealment method that called a *history covert channel*. A history covert channel points to recently seen legitimate traffic to minimize the amount of transferred secret data [3] (as it only transfers a “pointer” to legitimate data). Further the webinar, presents a covert channel called epsilon-kappa-libur that circumvents highly-cited heuristics and two recent ML-based detection methods [4].

[1] Wendzel S, Caviglione L, Mazurczyk W, Mileva A, Dittmann J, Krätzer C, Lamshöft K, Vielhauer C, Hartmann L, Keller J, Neubert T, Zillien S (2022) A Generic Taxonomy for Steganography Methods, DOI: 10.36227/techrxiv.20215373

[2] Wendzel S, Caviglione L, Mazurczyk W (2023) Avoiding research tribal wars using taxonomies. IEEE Computer 56/1:93–96. IEEE, DOI: 10.1109/MC.2022.3218175

[3] Wendzel S, Schmidbauer T, Zillien S, Keller J (2022) Did You See That? A Covert Channel Exploiting Recent Legitimate Traffic, DOI: 10.48550/arXiv.2212.11850

[4] Zillien S, Wendzel S (2023) Weaknesses of popular and recent covert channel detection methods and a remedy. IEEE Transactions on Dependable and Secure Computing (TDSC)., DOI: 10.1109/TDSC.2023.3241451

Steffen Wendzel is a professor of information security and computer networks at Hochschule Worms, where he is also the scientific director of the Center for Technology and Transfer. In addition, he is a lecturer at the University of Hagen. Before his professorship, he was a PostDoc at Fraunhofer FKIE in Bonn, where he led a research team on smart building security. He received his Ph.D. (Dr. rer. nat.) and his Habilitation (Dr. habil.) from the Faculty of Mathematics and Computer Science at the University of Hagen in 2013 and 2020, respectively. Website:

Link to the recording

The new era of healthcare digitization brings many advantages for patients and medical staff, but also transforms the medical institutions into a novel and valuable target of cybercriminals. Cybersecurity hazards involving healthcare institutions, such as big data breaches with stolen medical records, ransomware attacks, (Distributed) Denial of Service attacks followed by interruptions of various medical processes or insider threats, can be found nowadays in many headlines of world news agencies. The Picture Archiving and Communication Systems (PACS) infrastructure of modern hospitals deploys different standards and protocols for storing and transferring data between different modalities. The most used and important standard is DICOM (Digital Imaging and COmmunication in Medicine), which provide a framework for a diagnostically-accurate representation, processing, transfer, storage and display of medical imaging data. DICOM files combine medical media with patient/study/equipment/other metadata, while different transport mechanisms are defined for their exchange.
This webinar tries to demonstrate different security problems connected with the DICOM standard, such as the abuse of insecure or poorly-configured DICOM/PACS servers available on Internet; the possibility to access or perform different malicious manipulations on stored DICOM files, such as adding or removing evidence of medical conditions from volumetric medical scans by deep learning techniques, which can even deceive radiologists and state-of-the-art AI screening tools; abuse of information hiding techniques with the possibility to hide an executable code into a DICOM file, or to create covert channels useful for covert communication, privacy-leakage or data exfiltration, or to create and spread stegomalware; etc. In addition, security features currently used in DICOM are presented, together with crash course in DICOM.

Aleksandra Mileva is a Full professor at the Faculty of Computer Science, Goce Delcev University in Stip, N. Macedonia, where she is also the Head of the Laboratory of Computer Security and Computer Forensics. She received her PhD in Computer Science from the Ss. Cyril and Methodius University – Skopje in 2010. Her research interests include computer and network security, digital steganography, IoT protocols and information security, cryptography, computer forensics, and quasi-groups theory. She was with the management committee of two COST actions IC1201: BETTY and IC1306: Cryptography for Secure Digital Interaction, and she was Advisory Board member of H2020 SIMARGL project. She served as a guest editor for IEEE Internet of Things Journal, IEEE Security & Privacy, Journal of Universal Computer Science, co-chair of several conferences and workshops, and currently, she is a conference chair of the European Interdisciplinary Cybersecurity Conference (EICC) 2023. She is also a member of the editorial boards of Journal of Cyber Security and Mobility; Frontiers of Computer Science and Mathematics, Computer Science and Education. She is a co-author and developer of the NaSHA family of hash functions, which was the First Round Candidate of the NIST SHA-3 Competition (2007-2012). She was a coordinator of several scientific projects with PR of China, Portugal and Bulgaria. She has a certificate for Assessing and exploiting control systems and IIoT – Black Hat Edition. Mileva is a member of the EURASIP SAT on Biometrics, Data Forensics, and Security from 2019.

  • Rémi Gribonval (France), Approximation with sparsely connected deep networks, 29 October 2018, Fornebu, Norway.
  • Majid Ahmadi (University of Windsor, Canada), Mau-Chung Frank Chang (National Chiao Tung University, Hsinchu, Taiwan), Jiwu Huang (Shenzhen University, China) and more, RTSP 2017 EURASIP tutorial day, 10 – 11 July 2017, Bucharest, Romania.
  • Shlomo Shamai (Technion, Israel), Cloud and Fog Radio Access Networks: An Information Theoretic View, 15 March 2017, Berlin, Germany.
  • Björn Ottersten (University of Luxembourg), Gerhard Fettweis (Technical University Dresden & Vodafone), Giuseppe Caire (Technical University Berlin), Petar Popovski (Aalborg University), Vincent Lau (Hong Kong University of Science and Technology), Robert Heath (University of Texas at Austin), David Gesbert (EURECOM), and Mérouane Debbah (Supélec & Huawei), 2016 Tyrrhenian International Workshop on Digital Communications (TIW16), 11 – 14 September 2016, Livorno, Tuscany, Italy.
  • Romain Couillet (Supelec) Merouane Debbah (Supelec & Huawei), Mario Figueiredo (IST) Georgios Giannakis (University Minnesota) Stephane Mallat (ENS) and Alain Rakotomamonjy (University Rouen), EURASIP Statistics, Optimization, and Signal Processing (STATOS) (link), 02 September 2016, Budapest, Hungary (right after EUSIPCO).
  • Mérouane Debbah (The role of Asymptotics in 5G), Luiz DaSilva (Spectrum and Infrastructure Sharing in Wireless Networks), Joint IEEE-EURASIP 3rd Spanish workshop on Signal Processing, Information Theory and Communication (SIC’16), EURASIP Liaison: Matilde Sánchez Fernández, 28-29 January 2016, Salón de Grados, Escuela Técnica Superior de Ingeniería (ETSI) Universidad de Sevilla, Spain.
  • Dr. Henrique MALVAR, Prof. Julius O. SMITH, III and Kurt Werner, Prof. Ioan TĂBUȘ, Prof. Alessandro NERI, Prof. André KAUP, Prof. Erchin SERPEDIN, Prof. Wonyong SUNG, Prof. Yoshikazu MIYANAGA, Prof. David ALLSTOT, Prof. Guoan BI, RTSP 2015 – EURASIP Tutorial Day (following the program available at RTSP2015 Program), EURASIP Liaison: Corneliu Rusu, 06 July 2015, Grand Hotel Napoca, Cluj-Napoca, Rumania.
  • Prof. Gabriel Caffarena, Prof. Roberto Sierra, Prof. Ricardo Gómez, Prof. Pedro Guerra, Hardware Design of DSP Systems, EURASIP Liaison: Gabriel Caffarena, 29 April 2015, Universidad San Pablo-CEU, E.P.S., Urb. Monteprincipe, Boadilla del Monte, 28668, Madrid, Spain.
  • Evita Fotinea, Vassilis Katsouros, Third Greek Signal Processing Jam (SP-JAM3) in honour of George Carayannis, EURASIP Liaison: Constantine Kotropoulos, 20 April 2015, “Leonidas Zervas” amphitheatre, National Hellenic Research Foundation, Athens, Greece.
  • R. Urbanke and F. Willems, Joint IEEE-EURASIP Spanish Seminar on Signal Processing, Communications and Information Theory, EURASIP Liaison: Matilde Sánchez (link), 10 – 11 December 2014, Univ. Carlos III, Madrid, Spain.
  • Prof. Mads Græsbøll Christensen, Statistical Parametric Speech Modeling EURASIP Liaison: Daniele Giacobello, 11 November 2014, Beats Electronics (Apple), 8600 Hayden Place, Culver City, CA 90232, United States.
  • Dipl.-Ing. Dr. techn. Wilfried Gappmair, Parameter estimation and synchronization in digital satellite receivers, 19 September 2014, CTTC Auditorium, Graz University of Technology, Austria.
  • Prof. Sergios Theodoridis, “Pattern Recognition: Principles and Beyond” (2nd IEEE SPS Italy Chapter Summer School on Signal Processing), EURASIP Liaison: Marco Carli (link), 11 July 2014, Frascati, Italy.
  • Anton Nijholt, “The 10th International Summer Workshop on Multimodal Interfaces” – SAM 2014 (Talk Information), 13 June 2014, Bilbao, Spain.
  • Satoshi Nakamura, “Multilingual automatic speech recognition” (4th International Workshop on Spoken Language Technologies for Under-resourced Languages – SLTU’14), EURASIP Liaison: Alexey Karpov (Report), 14-16 May 2014, SPIIRAS, St. Petersburg, Russia.
  • Prof. Miller Puckette (UCSD San Diego), Marc Leman (UGHENT), Christophe d’Alessandro (LIMSI CNRS Paris), Sébastien Roy (UMONTREAL), “CUTE 2014 masterclasses” (CUTE), EURASIP Liaison: T. Dutoit, 12 – 15 March 2014, Numediart Institute, 31 Bdv Dolez, Mons, Belgium.
  • Antonio Napolitano, “Doppler Effect on Almost-Cyclostationary Signals”, 12 – 14 February 2014, Technical University of Krakow, Poland.
  • Abdelhak Zoubir, “Robust Statistics for Signal Processing”, Organizer: M. Barni (EURASIP Local Liaison) and A. Piva, 2 September 2013, Riotorto Livorno, Italy.
  • Anil K. Jain, “International Workshop on Bioinformatics and Forensics (IWBF 2013)”, Organizer: Paulo Correia (IST-IT, Lisbon, Portugal), (slides), 4 – 5 April 2013, Instituto Superior Técnico (IST) Congress Center, Lisbon, Portugal.
  • C. Pedreira, Madhav P. Desai, “IV EURASIP Seminar on Hardware Design of DSP Systems – Biomedical Signals: from neurons to custom processing hardware”, Organizer: Gabriel Caffarena (Univ. San Pablo), 6 March 2013, Escuela Politécnica Superior Universidad San Pablo CEU, Madrid, Spain.
  • Sara Rosenblum (University of Haifa, Israel), Eurasip Seminar on online handwriten analysis. Organizer: Marcos Faundez-Zanuy, 12 February 2013, Aula 103, Tecnocampus, Avda. Ernest Lluch 32, 08302 Mataró (Barcelona), Spain.
  • Enrico Magli (Politecnico di Torino, Italy), Two-day workshop on Sparse Models and Machine Learning: “Compressed sensing for distributed communications”, Organizer: Rémi Gribonval, Local Liaison Officer: Aline Roumy, 15 October 2012, INRIA Rennes, Campus de Beaulieu, 35042 Rennes cedex, France.
  • Steve Young (University of Cambridge, UK), Recent Developments in Statistical Dialogue Systems (report, slides), 27 September 2012, Technische Universität Braunschweig, Institute for Communications Technology, Braunschweig, Germany.
  • Paul Van Dooren, Adaptive matrix factorizations and their use in tracking of dominant subspaces, Organizer: Laudadio Teresa, Local Liaison: Nicola Mastronardi (slides1, slides2), 27 – 31 Augustus 2012, Consiglio Nazionale delle Ricerche, via Amendola 122D, Bari, Italy.
  • A. Katsaggelos, A. Likas, I. Pitas, Y. Eldar, G. Giannakis, N. Kalouptsidis, C. Kotropoulos, 2nd Greek Signal Processing Jam, Organizer: Kostas Kotropoulos (slides, photos), Lecture videos are available by the host institution, 17 May 2012, Aristotle University, Thessaloniki, Greece.
  • Zabih Ghassemlooy (Northumbria University), Visible Light Communications (presentation), Organizer: Erich Leitgeb (poster of event), 11 May 2012, TU Graz, Austria.
  • Abdelhak M. Zoubir (Technische Universität Darmstadt), EURASIP funded seminar on “Robust Statistics for Signal Processing”, Organizer: Marc Moonen, 3 May 2012, Aula van de Tweede Hoofdwet, KU Leuven, Thermotechnisch Instituut, Kasteelpark Arenberg 41, Leuven – Heverlee, Belgium.
  • Karen Egiazarian and Vladimir Katkovnik (Tampere University of Technology), Block Matching 3-D (BM3D) image modeling and novel variational image reconstruction techniques, Organizer: COMLAB, (seminar report), 2 May 2012, Aula Magna Università degli Studi Roma TRE, Roma, Italy.
  • Sergios Theodoridis (U. of Athens), Adaptive Learning for Machine Learning and Signal Processing: An efficient Unifying Framework for Classification and Regression tasks (slides), Organizer: Markus Rupp, 11 April 2012, Technische Universität Wien, Vienna, Austria.
  • Prof. Mihaela van der Schaar, Repeated games and engineering economics (slides), Organizer: Beatrice Pesquet-Popescu, 15 – 16 March 2012, Telecom Paris-Tech, Paris, France.
  • Eduardo Boemo & Ruzica Jectiv, Hardware Design of DSP Systems: Low-Power Design (report), Organizer: Gabriel Caffarena (slides1, slides2), 8 February 2012, Universidad San Pablo – CEU, Madrid, Spain.
  • Dr. Simon Dixon (U. of Queen Mary, London), Automatic Transcription: An Enabling Technology for Music Analysis (slides), First International Workshop on Folk Music Analysis: Symbolic and Signal Processing, Organizer: Aggelos Pikrakis, 19 May 2011, Old University of Athens, Plaka, Athens, Greece.
  • J.A. Lopez, G. Sutter, EURASIP Seminar on Hardware Design of DSP Systems, Organizer: Gabriel Caffarena, 27 April 2011, Universidad San Pablo CEU, Madrid, Spain.
  • Prof. Mihaela van der Schaar (UCLA), Shannon revisited:New separation principles for wireless multimedia (slides #1, slides #2), Organizer: Beatrice Pesquet-Popescu, 21 March 2011, Télécom ParisTech, Paris, France.
  • Prof. Martin Vetterli (EPFL), Sampling Theory and Practice: 50 Ways to Sample Your Signal, Organizer: Akihiko K. Sugiyama (slides), images: image 1, image 2, image 3, 25 November 2010, Nara Women’s University, Nara, Japan (Map, link).
  • Dr. Anthony Vetro, (MERL), Secure Biometrics, Organizer: Paulo Lobato Correia (slides), 15 November 2010, IST-Portugal, Loures, Portugal.
  • Prof. Alan Willsky (MIT), Research in MIT’s Laboratory for Information and Decision Systems (LIDS) and in The Stochastic Systems Group, Organizer: Müjdat Cetin (slides, photos), 02 November 2010, Sabanci University, Tuzla/Istanbul, Turkey.
  • Dr. Josef Kittler (U. of Surrey), Information fusion in content-based retrieval from multimedia databases, Organizer: Ali Salah (Univ. of Amsterdam), slides, report, 04 August 2010, University of Amsterdam, Science Park, Amsterdam, the Netherlands.
  • Prof. Tim Davidson (U. of McMaster), Enriching the art of engineering design via convex optimization, Organizer: Mounir Ghogho (Leeds Univ.), presentation, 23 June 2010, Marrakech, Morocco.
  • Prof. Georgios B. Giannakis (U. of Minnesota), Distributed and sequential sensing of spatio-temporal spectra for cognitive radios, Organizer: Fulvio Gini (Univ. of Pisa), presentation, 14 June 2010, Elba Island, Italy.
  • Various Industry, Eurasip Seminar on Hardware Design of DSP Systems, Organizer: Gabriel Caffarena (Univ. San Pablo), 6 May 2010, San Pablo-CEU, Madrid, Spain.
  • Riccardo Leonardi, The audio-visual message: structure and emotion: The talk was given within the context of GDR ISIS Groupement De Recherche ISIS “Scalable and cross-media indexing of multimedia content”, Organization: G. Quenot, J. Benois-Pineau, M. Cord, H. Bredin, GDR CNRS ISIS, announcement, presentation, 26 November, 2009, ENST, Paris, France.
  • Renato De Mori, Sergios Theodoridis, Nikos Sidiropoulos, Costantine Kotropoulos, Petros Maragos, Kostas Berberidis, Greek Signal Processing Jam, Presentations: Renato De Mori: Spoken Language Recognition and Understanding (presentation), Sergios Theodoridis: Adaptive Processing in a World of Projections (presentation), Nikos Sidiropoulos: Analyzing Data ‘Boxes’: Multi-way linear algebra and its applications in signal processing and communications (presentation), Costantine Kotropoulos: Music genre classification with multilinear and sparse techniques (presentation), Kostas Berberidis: Signal Processing & Communication Issues in Sensor Networks, image slide show, other material: Jam Poster, 17 October 2009, New Amphitheater, University of Athens, Athens, Greece.
  • Maria Sabrina Greco, EURASIP Seminar day on Radar Signal Processing: Hot topics and new trends, seminar material 1, seminar material 2, seminar material 3, photo 1, photo 2, 25 September 2009, Pisa, Italy.
  • Simon Haykin, Cubature Filters (pdf presentation), photo 1, photo 2, photo 3, 18 September 2009, Universidad Politecnica de Madrid, Madrid, Spain.