Zobrazeno 1 - 10
of 1 413
pro vyhledávání: '"Lycklama, À."'
As machine learning models become increasingly complex, concerns about their robustness and trustworthiness have become more pressing. A critical vulnerability of these models is data poisoning attacks, where adversaries deliberately alter training d
Externí odkaz:
http://arxiv.org/abs/2410.08872
Privacy-preserving machine learning (PPML) enables multiple data owners to contribute their data privately to a set of servers that run a secure multi-party computation (MPC) protocol to train a joint ML model. In these protocols, the input data rema
Externí odkaz:
http://arxiv.org/abs/2409.15126
The widespread adoption of machine learning (ML) in various critical applications, from healthcare to autonomous systems, has raised significant concerns about privacy, accountability, and trustworthiness. To address these concerns, recent research h
Externí odkaz:
http://arxiv.org/abs/2409.12055
Recent advancements in privacy-preserving machine learning are paving the way to extend the benefits of ML to highly sensitive data that, until now, have been hard to utilize due to privacy concerns and regulatory constraints. Simultaneously, there i
Externí odkaz:
http://arxiv.org/abs/2402.15780
The need for a privacy management layer in today's systems started to manifest with the emergence of new systems for privacy-preserving analytics and privacy compliance. As a result, many independent efforts have emerged that try to provide system su
Externí odkaz:
http://arxiv.org/abs/2301.08517
Autor:
van Oostenbrugge, Robert, van Zwam, Wim, Olthuis, Susanne, Pirson, Anne, Hinsenveld, Wouter, Goldhoorn, Robert-Jan, Staals, Julie, Dippel, Diederik, van der Lugt, Aad, van Es, Adriaan, Roozenbeek, Bob, van Doormaal, Pieter-Jan, Roos, Yvo, Majoie, Charles, Coutinho, Jonathan, Emmer, Bart, van der Worp, Bart, Lo, Rob, van Walderveen, Marianne, Wermer, Marieke, van Dijk, Ewoud, Jenniskens, Sjoerd, Boogaarts, Hieronymus, Uyttenboogaart, Maarten, Bokkers, Reinoud, Keizer, Koos, Gons, Rob, Yo, Lonneke, den Hertog, Heleen, van Hasselt, Boudewijn, Schonewille, Wouter, Vos, Jan-Albert, van Tuijl, Julia, Boukrab, Issam, Kortman, Hans, Hofmeijer, Jeannette, Martens, Jasper, van den Wijngaard, Ido, Boiten, Jelis, Lycklama à Nijeholt, Geert, Brouwers, Paul, Sturm, Emiel, Bulut, Tomas, de Laat, Karlijn, van Dijk, Lukas, Remmers, Michel, de Jong, Thijs, Rozeman, Anouk, Elgersma, Otto, Van der Veen, Bas, Sudiono, Davy, Mattle, Heinrich, Fiehler, Jens, van Kuijk, Sander, Nieboer, Daan, Lingsma, Hester, van Nuland, Rick, Roosendaal, Stefan, Krietemeijer, Menno, Postma, Alida, Van den Berg, René, Beenen, Ludo, Hammer, Sebastiaan, Meijer, Anton, van der Hoorn, Anouk, Yoo, Albert, Gerrits, Dick, Jansen, Ben, Truijman, Martine, Manschot, Sanne, Kerkhoff, Henk, Koudstaal, Peter, Chalos, Vicky, Berkhemer, Olvert, Versteeg, Adriaan, Wolff, Lennard, Su, Jiahang, van der Sluijs, Matthijs, van Voorst, Henk, Tolhuisen, Manon, ten Cate, Hugo, de Maat, Moniek, Donse-Donkel, Samantha, van Beusekom, Heleen, Taha, Aladdin, Barakzie, Aarazo, Treurniet, Kilian, van den Berg, Sophie, LeCouffe, Natalie, van de Graaf, Rob, de Ridder, Inger, Pinckaers, Florentina, Ceulemans, Angelique, Knapen, Robrecht, Robbe, Quirien, Sondag, Lotte, Kappelhof, Manon, Reinink, Rik, Silvis, Suzanne, Schreuder, Floris, Uniken Venema, Simone, van Meenen, Laura, Collette, Sabine, van Wijngaarden, Wilma, van der Steen, Wouter, Hoving, Jan, Verheesen, Sabrina, Sterrenberg, Martin, El Ghannouti, Naziha, Sprengers, Rita, van Ahee, Ayla, Zweedijk, Berber, Pellikaan, Wilma, Schonewille, Irati, Blauwendraat, Kitty, Drabbe, Yvonne, Kleine-Kathöfer, Anke, de Meris, Joke, Sandiman, Michelle, Dofferhoff-Vermeulen, Tamara, Simons, Michelle, Bongenaar, Hester, Smallegange, Maylee, van Loon, Anja, Kraus, Karin, Bos-Verheij, Erna, Santegoets, Ester, Kooij, Suze, Slotboom, Annemarie, Ponjee, Eva, Eilander, Rieke, Droste, Hanneke, van Veen, Esther, Visser, Rosalie, Lodico, Jasmijn, de Jong, Marieke, van der Minne, Friedus, Cleophas, Eefje, Muskens, Ernst, Nijst, Amy, Heiligers, Leontien, Martens, Yvonne, Slotboom, Miranda, Hintzen, Rogier, Jacobs, Bart, Huijberts, Ilse *, Pinckaers, Florentina M E, Olthuis, Susanne G H, van Kuijk, Sander M J, Postma, Alida A, Boogaarts, Hieronymus D, Roos, Yvo B W E M, Majoie, Charles B L M, Dippel, Diederik W J, van Zwam, Wim H, van Oostenbrugge, Robert J
Publikováno v:
In The Lancet Neurology September 2024 23(9):893-900
Publikováno v:
In The Spine Journal September 2024 24(9):1671-1677
Even though recent years have seen many attacks exposing severe vulnerabilities in Federated Learning (FL), a holistic understanding of what enables these attacks and how they can be mitigated effectively is still lacking. In this work, we demystify
Externí odkaz:
http://arxiv.org/abs/2107.03311
Autor:
van der Voort, Sebastian R., Incekara, Fatih, Wijnenga, Maarten M. J., Kapsas, Georgios, Gahrmann, Renske, Schouten, Joost W., Tewarie, Rishi Nandoe, Lycklama, Geert J., Hamer, Philip C. De Witt, Eijgelaar, Roelant S., French, Pim J., Dubbink, Hendrikus J., Vincent, Arnaud J. P. E., Niessen, Wiro J., Bent, Martin J. van den, Smits, Marion, Klein, Stefan
Accurate characterization of glioma is crucial for clinical decision making. A delineation of the tumor is also desirable in the initial decision stages but is a time-consuming task. Leveraging the latest GPU capabilities, we developed a single multi
Externí odkaz:
http://arxiv.org/abs/2010.04425
Autor:
Su, Ruisheng, Cornelissen, Sandra A. P., van der Sluijs, Matthijs, van Es, Adriaan C. G. M., van Zwam, Wim H., Dippel, Diederik W. J., Lycklama, Geert, van Doormaal, Pieter Jan, Niessen, Wiro J., van der Lugt, Aad, van Walsum, Theo
The Thrombolysis in Cerebral Infarction (TICI) score is an important metric for reperfusion therapy assessment in acute ischemic stroke. It is commonly used as a technical outcome measure after endovascular treatment (EVT). Existing TICI scores are d
Externí odkaz:
http://arxiv.org/abs/2010.01432