Thesis Proposals

Below you can find current thesis offerings of our group. If you’re interested in one of these proposals, please get in touch with the corresponding group member. If you would like to write your thesis in the area of one of our group’s research topics but do not find an interesting proposal below and have some own ideas, please get in touch with one of our group’s members.

Biometrics

• Privacy preserving indexing of large-scale biometric databases, PhD thesis, Christian Rathgeb
• Detection of manipulated face images using machine learning methods and image forensics, PhD thesis, Christian Rathgeb
• Homomorphic Encryption for Biometric Template Protection, Bachelor- / Master thesis, Jascha Kolberg
• Machine Learning for Fingerphoto Presentation Attack Detection, Bachelor- / Master thesis, Jascha Kolberg
• Comparison of 2D to 3D touchless Fingerprint Processing, Bachelor- / Master thesis, Jannis Priesnitz
• Presentation Attack Detection based on Fingerprint Videos, Bachelor- / Master thesis, Jannis Priesnitz
• Hand and Finger Detection based on Machine Learning, Bachelorthesis, Jannis Priesnitz
• Unconstrained mobile touchless Fingerprint Acquisition, Masterthesis, Jannis Priesnitz
• Ageing Effects in Fingerprint Recognition, Bachelor- / Master thesis, Jannis Priesnitz, Christian Rathgeb
• Impact of Facial Tattoos on Face Recognition Systems, Bachelor- / Master thesis, Christian Rathgeb
• Single Image Super Resolution for Face Recognition, Bachelor- / Master thesis, Christian Rathgeb
• Make-Up Attacks on Face Recognition Systems, Bachelor- / Master thesis, Christian Rathgeb
• Efficient Contact-less Multi-Finger Authentication, Bachelor- / Master thesis, Jannis Priesnitz, Christian Rathgeb
• Application of DNN/ML in Vascular Biometric Systems, Bachelor- / Master thesis, Pawel Drozdowski/Benedikt-Alexander Mokroß
• Information Fusion in Vascular Biometric Systems, Bachelor- / Master thesis, Pawel Drozdowski/Benedikt-Alexander Mokroß
• Hardware/Software Acceleration in Vascular Biometric Systems, Bachelor- / Master thesis, Pawel Drozdowski/Benedikt-Alexander Mokroß
• Bias and Fairness in Biometric Systems, Bachelor- / Master thesis, Pawel Drozdowski
• Anonymisation of Facial Images, Bachelor- / Master thesis, Pawel Drozdowski
• Fingerprint Presentation Attack Detection with Optical Sensors and Fingerphotos, Bachelor-/Master Thesis, Marta Gomez-Barrero
• Finger Vein Sample Quality, Bachelor-/Master Thesis, Marta Gomez-Barrero
• Finger Vein Recognition Enhancement, Bachelor-/Master Thesis, Marta Gomez-Barrero
• Presentation Attack Detection based on Multispectral Fingerphotos, Bachelor- / Master thesis, Jascha Kolberg, Marta Gomez-Barrero
• Presentation Attack Detection based on Laser Speckle Contrast Imaging, Bachelor- / Master thesis, Jascha Kolberg
• Finger image quality, Bachelor- / Master thesis, Christoph Busch

Digital Forensics

• Memory Forensics and Anti-forensic techniques, Bachelor- / Master thesis, Lorenz Liebler
• Synthesis of benign / malicious network traffic, Bachelor- / Master thesis, Thomas Göbel
• Extending a data synthesis framework for replaying network attacks, Bachelor- / Master thesis, Thomas Göbel
• Analysis and Evaluation of suitable machine learning algorithms for network data reduction, Bachelor- / Master thesis, Thomas Göbel
• Use of machine learning for forensic investigation of intercepted network traffic, Bachelor- / Master thesis, Thomas Göbel
• File detection in network traffic using approximate matching, Bachelor- / Master thesis, Thomas Göbel
• Typical Internet user behavior (survey), Bachelor thesis, Thomas Göbel
• Development of a network forensic guideline, Bachelor- / Master thesis, Thomas Göbel
• Analysis and Evaluation of various network forensic tools and techniques (survey), Bachelor thesis, Thomas Göbel