Paul Prasse

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 31

Top Topics

Attack Detection

Biometric Identification

Natural Language Understanding

Top Venues

Publications

Paul Prasse, David R. Reich, Silvia Makowski, Tobias Scheffer, Lena A. Jäger
Improving cognitive-state analysis from eye gaze with synthetic eye-movement data. Comput. Graph. 119 (2024)
Paul Prasse, David Robert Reich, Silvia Makowski, Seoyoung Ahn, Tobias Scheffer, Lena A. Jäger
SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks. ETRA (2023)
Shuwen Deng, David Robert Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. CoRR (2023)
Daniel G. Krakowczyk, Paul Prasse, David Robert Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. CoRR (2023)
Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts. EMNLP (2023)
Silvia Makowski, Annika Bätz, Paul Prasse, Lena A. Jäger, Tobias Scheffer
Detection of Alcohol Inebriation from Eye Movements. KES (2023)
Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts. CoRR (2023)
Shuwen Deng, David Robert Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. Proc. ACM Hum. Comput. Interact. 7 (ETRA) (2023)
Daniel G. Krakowczyk, David Robert Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger
pymovements: A Python Package for Eye Movement Data Processing. ETRA (2023)
Daniel G. Krakowczyk, David Robert Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger
pymovements: A Python Package for Eye Movement Data Processing. CoRR (2023)
Silvia Makowski, Paul Prasse, Lena Ann Jäger, Tobias Scheffer
Detection of Drowsiness and Impending Microsleep from Eye Movements. Gaze Meets ML (2023)
Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger
Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding. EMNLP (2023)
Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger
Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding. CoRR (2023)
Daniel G. Krakowczyk, Paul Prasse, David Robert Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. ETRA (2023)
Paul Prasse, David Robert Reich, Silvia Makowski, Lena A. Jäger, Tobias Scheffer
Fairness in Oculomotoric Biometric Identification. ETRA (2022)
Shuwen Deng, Paul Prasse, David Robert Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger
Detection of ADHD based on Eye Movements during Natural Viewing. CoRR (2022)
Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger
Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification. Gaze Meets ML (2022)
Shuwen Deng, Paul Prasse, David Robert Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger
Detection of ADHD Based on Eye Movements During Natural Viewing. ECML/PKDD (6) (2022)
Silvia Makowski, Paul Prasse, Lena A. Jäger, Tobias Scheffer
Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue. IJCB (2022)
David Robert Reich, Paul Prasse, Chiara Tschirner, Patrick Haller, Frank Goldhammer, Lena A. Jäger
Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading. ETRA (2022)
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
Learning Explainable Representations of Malware Behavior. ECML/PKDD (4) (2021)
Silvia Makowski, Paul Prasse, David R. Reich, Daniel Krakowczyk, Lena A. Jäger, Tobias Scheffer
DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks. IEEE Trans. Biom. Behav. Identity Sci. 3 (4) (2021)
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
Learning Explainable Representations of Malware Behavior. CoRR (2021)
Silvia Makowski, Lena A. Jäger, Paul Prasse, Tobias Scheffer
Biometric Identification and Presentation-Attack Detection using Micro- and Macro-Movements of the Eyes. IJCB (2020)
Paul Prasse, Lena A. Jäger, Silvia Makowski, Moritz Feuerpfeil, Tobias Scheffer
On the Relationship between Eye Tracking Resolution and Performance of Oculomotoric Biometric Identification. KES (2020)
Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer
Deep Eyedentification: Biometric Identification Using Micro-movements of the Eye. ECML/PKDD (2) (2019)
Paul Prasse, René Knaebel, Lukás Machlica, Tomás Pevný, Tobias Scheffer
Joint detection of malicious domains and infected clients. Mach. Learn. 108 (8-9) (2019)
Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye. CoRR (2019)
Paul Prasse, René Knaebel, Lukás Machlica, Tomás Pevný, Tobias Scheffer
Joint Detection of Malicious Domains and Infected Clients. CoRR (2019)
Paul Prasse, Lukás Machlica, Tomás Pevný, Jirí Havelka, Tobias Scheffer
Malware Detection by Analysing Network Traffic with Neural Networks. IEEE Symposium on Security and Privacy Workshops (2017)
Paul Prasse, Lukás Machlica, Tomás Pevný, Jirí Havelka, Tobias Scheffer
Malware Detection by Analysing Encrypted Network Traffic with Neural Networks. ECML/PKDD (2) (2017)
Paul Prasse, Christoph Sawade, Niels Landwehr, Tobias Scheffer
Learning to identify concise regular expressions that describe email campaigns. J. Mach. Learn. Res. 16 (2015)
Paul Prasse, Christoph Sawade, Niels Landwehr, Tobias Scheffer
Learning to Identify Regular Expressions that Describe Email Campaigns CoRR (2012)
Paul Prasse, Christoph Sawade, Niels Landwehr, Tobias Scheffer
Learning to Identify Regular Expressions that Describe Email Campaigns. ICML (2012)