Jascha Kolberg

Jascha Kolberg, M.Sc.

Position: Ph.D. Student Member
Office: D19 room 2.01
Email: jascha.kolberg -at- h-da.de
Telephone: +49 6151 16 30045

 

Jascha Kolberg received his B.Sc. and M.Sc. degrees in IT-Security / Information Technology from Ruhr-University Bochum in 2014 and 2017, respectively. Since 2017 he is a Ph.D. Student Member of da/sec at the National Research Center for Applied Cybersecurity (ATHENE). His current research focuses on biometric template protection and presentation attack detection for fingerprint recognition sensors.

Research Interests

  • Biometrics
  • Fingerprint
  • Presentation Attack Detection
  • Biometric Template Protection
  • Homomorphic Encryption

Offerings

  • Student Asistant Job in Biometric Research
  • Bachelor/Master Thesis in Fingerprint Presentation Attack Detection
  • Bachelor/Master Thesis in Biometric Template Protection

Please feel free to contact me if you are interested in my topics.

 

Publications

  • Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch, „On the Generalisation Capabilities of Fingerprint Presentation Attack Detection Methods in the Short Wave Infrared Domain“, in Arxiv preprint, 2020. [PDF]
  • Jascha Kolberg, Marcel Grimmer, Marta Gomez-Barrero, Christoph Busch, „Anomaly Detection with Convolutional Autoencoders for Fingerprint Presentation Attack Detection“, in Arxiv preprint, 2020. [PDF]
  • Pia Bauspieß, Jascha Kolberg, Daniel Demmler, Juliane Krämer, Christoph Busch, „Post-Quantum Secure Two-Party Computation for Iris Biometric Template Protection“, in WIFS, 2020.
  • Jascha Kolberg, Alexandru-Cosmin Vasile, Marta Gomez-Barrero, Christoph Busch, „Analysing the Performance of LSTMs and CNNs on 1310 nm Laser Data for Fingerprint Presentation Attack Detection“, in IJCB, 2020.
  • Jascha Kolberg, Pawel Drozdowski, Marta Gomez-Barrero, Christian Rathgeb, Christoph Busch, „Efficiency Analysis of Post-quantum-secure Face Template Protection Schemes based on Homomorphic Encryption“, in BIOSIG, 2020. [PDF]
  • Marta Gomez-Barrero, Ruben Tolosana, Jascha Kolberg, Christoph Busch, „Multi-Spectral Short Wave Infrared Sensors and Convolutional Neural Networks for Biometric Presentation Attack Detection“, in AI and Deep Learning in Biometric Security: Trends, Potential and Challenges, CRC Press, 2020.
  • Marta Gomez-Barrero, Jascha Kolberg, Christoph Busch, „Erkennung von Präsentationsangriffen auf Fingerabdruck Systemen“, in Datenschutz und Datensicherheit – DuD, Springer, 2020. [PDF]
  • Jascha Kolberg, Marta Gomez-Barrero, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch, „Presentation Attack Detection for Finger Recognition“, in Handbook of Vascular Biometrics, Springer, 2020. [PDF]
  • Jascha Kolberg, Pia Bauspieß, Marta Gomez-Barrero, Christian Rathgeb, Markus Dürmuth, Christoph Busch, „Template Protection based on Homomorphic Encryption: Computationally Efficient Application to Iris-Biometric Verification and Identification“, in WIFS, 2019. [PDF]
  • Amos Treiber, Andreas Nautsch, Jascha Kolberg, Thomas Schneider, Christoph Busch, „Privacy-Preserving PLDA Speaker Verification using Outsourced Secure Computation“, in SPECOM, 2019. [PDF]
  • Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch, „Multi-algorithm Benchmark for Fingerprint Presentation Attack Detection with Laser Speckle Contrast Imaging“, in BIOSIG, 2019. [PDF]
  • Marta Gomez-Barrero, Jascha Kolberg, Christoph Busch, „Multi-Modal Fingerprint Presentation Attack Detection: Looking at the Surface and the Inside“, in ICB, 2019. [PDF]
  • Andreas Nautsch, Abelino Jimérez, Amos Treiber, Jascha Kolberg, Catherine Jasserand, et al., „Preserving Privacy in Speaker and Speech Characterisation“, in CSL, 2019. [PDF]
  • Marta Gomez-Barrero, Jascha Kolberg, Christoph Busch, „Towards Multi-Modal Finger Presentation Attack Detection“, in SITIS, 2018. [PDF]
  • Pascal Keilbach, Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch, Hanno Langweg, „Fingerprint Presentation Attack Detection using Laser Speckle Contrast Imaging“, in BIOSIG, 2018. [PDF]
  • Ruben Tolosana, Marta Gomez-Barrero, Jascha Kolberg, Aythami Morales, Christoph Busch, Javier Ortega-Garcia, „Towards Fingerprint Presentation Attack Detection Based on Convolutional Neural Networks and Short Wave Infrared Imaging“, in BIOSIG, 2018. [PDF]
  • Marta Gomez-Barrero, Jascha Kolberg, Christoph Busch, „Towards Fingerprint Presentation Attack Detection Based on Short Wave Infrared Imaging and Spectral Signatures“, in NISK, 2018. [PDF]
  • Andreas Nautsch, Sergey Isadskiy, Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch, „Homomorphic Encryption for Speaker Recognition: Protection of Biometric Templates and Vendor Model Parameters“, in Speaker Odyssey, 2018. [PDF]

Theses

  • M.Sc. „Efficient Homomorphic Encryption to Protect Iris Codes for Biometric Authentication“, Ruhr-University Bochum, 2017.
  • B.Sc. „A Comparison of PRIDE to Other Block Ciphers on Microcontrollers“, Ruhr-University Bochum, 2014.