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Paul Prasse
Paul Prasse
Verified email at uni-potsdam.de
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Malware detection by analysing network traffic with neural networks
P Prasse, L Machlica, T Pevný, J Havelka, T Scheffer
2017 IEEE Security and Privacy Workshops (SPW), 205-210, 2017
402017
Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data-EMSLIBS contest
J Vrábel, E Képeš, L Duponchel, V Motto-Ros, C Fabre, S Connemann, ...
Spectrochimica Acta Part B: Atomic Spectroscopy 169, 105872, 2020
372020
Malware detection by analysing encrypted network traffic with neural networks
P Prasse, L Machlica, T Pevný, J Havelka, T Scheffer
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
322017
Deep eyedentification: Biometric identification using micro-movements of the eye
LA Jäger, S Makowski, P Prasse, S Liehr, M Seidler, T Scheffer
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
242020
Learning to identify concise regular expressions that describe email campaigns.
P Prasse, C Sawade, N Landwehr, T Scheffer
J. Mach. Learn. Res. 16 (1), 3687-3720, 2015
232015
Learning to identify regular expressions that describe email campaigns
P Prasse, C Sawade, N Landwehr, T Scheffer
arXiv preprint arXiv:1206.4637, 2012
222012
DeepEyedentificationLive: Oculomotoric biometric identification and presentation-attack detection using deep neural networks
S Makowski, P Prasse, DR Reich, D Krakowczyk, LA Jäger, T Scheffer
IEEE Transactions on Biometrics, Behavior, and Identity Science 3 (4), 506-518, 2021
132021
Biometric identification and presentation-attack detection using micro-and macro-movements of the eyes
S Makowski, LA Jäger, P Prasse, T Scheffer
2020 IEEE International Joint Conference on Biometrics (IJCB), 1-10, 2020
102020
On the relationship between eye tracking resolution and performance of oculomotoric biometric identification
P Prasse, LA Jäger, S Makowski, M Feuerpfeil, T Scheffer
Procedia Computer Science 176, 2088-2097, 2020
72020
Malware detection by HTTPS traffic analysis
P Prasse, G Gruben, L Machlika, T Pevny, M Sofka, T Scheffer
72016
Inferring native and non-native human reading comprehension and subjective text difficulty from scanpaths in reading
DR Reich, P Prasse, C Tschirner, P Haller, F Goldhammer, LA Jäger
2022 Symposium on Eye Tracking Research and Applications, 1-8, 2022
32022
Joint detection of malicious domains and infected clients
P Prasse, R Knaebel, L Machlica, T Pevný, T Scheffer
Machine Learning 108, 1353-1368, 2019
32019
Matching anticancer compounds and tumor cell lines by neural networks with ranking loss
P Prasse, P Iversen, M Lienhard, K Thedinga, C Bauer, R Herwig, ...
NAR Genomics and Bioinformatics 4 (1), lqab128, 2022
22022
Large-scale literature mining to assess the relation between anti-cancer drugs and cancer types
C Bauer, R Herwig, M Lienhard, P Prasse, T Scheffer, J Schuchhardt
Journal of Translational Medicine 19 (1), 1-13, 2021
22021
Using Convolutional Neural Networks for the prediction of groundwater levels
M Nölscher, H Häntze, S Broda, L Jäger, P Prasse, S Makowski
EGU General Assembly Conference Abstracts, 2874, 2020
22020
Pre-Training on In Vitro and Fine-Tuning on Patient-Derived Data Improves Deep Neural Networks for Anti-Cancer Drug-Sensitivity Prediction
P Prasse, P Iversen, M Lienhard, K Thedinga, R Herwig, T Scheffer
Cancers 14 (16), 3950, 2022
12022
Detection of ADHD based on eye movements during natural viewing
S Deng, P Prasse, DR Reich, S Dziemian, M Stegenwallner-Schütz, ...
arXiv preprint arXiv:2207.01377, 2022
12022
Learning explainable representations of malware behavior
P Prasse, J Brabec, J Kohout, M Kopp, L Bajer, T Scheffer
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
12021
Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue
S Makowski, P Prasse, LA Jäger, T Scheffer
2022 IEEE International Joint Conference on Biometrics (IJCB), 1-9, 2022
2022
Fairness in Oculomotoric Biometric Identification
P Prasse, DR Reich, S Makowski, LA Jäger, T Scheffer
2022 Symposium on Eye Tracking Research and Applications, 1-8, 2022
2022
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Articles 1–20