Publications

Publications

Sicherheitsanforderungen an KI-Systeme
Halvani, Oren; Müller, Luca
[Journal Article]


Resource‐Efficient Anomaly Detection in Industrial Control Systems with Quantized Recurrent Variational Autoencoder
Fährmann, Daniel; Ihlefeld, Malte; Kuijper, Arjan; Damer, Naser
[Journal Article]


Second FRCSyn-onGoing: Winning Solutions and Post-challenge Analysis to Improve Face Recognition with Synthetic Data
DeAndres-Tame, Ivan; Tolosana, Ruben; Melzi, Pietro; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xiaoming; Gomez, Luis F.; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhong, Zhizhou; Huang, Yuge; Mi, Yuxi; Ding, Shouhong; Zhou, Shuigeng; He, Shuai; Fu, Lingzhi; Cong, Heng; Zhang, Rongyu; Xiao, Zhihong; Smirnov, Evgeny; Pimenov, Anton; Grigorev, Aleksei; Timoshenko, Denis; Mesfin Asfaw, Kaleb; Yaw Low, Cheng; Liu, Hao; Wang, Chuyi; Zuo, Qing; He, Zhixiang; Otroshi Shahreza, Hatef; George, Anjith; Unnervik, Alexander; Rahimi, Parsa; Marcel, Sébastien; Neto, Pedro C.; Cardoso, Jaime S.; Kolf, Jan Niklas; Damer, Naser; Boutros, Fadi; Huber, Marco; Sequeira, Ana F.; Atzori, Andrea; Fenu, Gianni; Marras, Mirko; Yu, Jiang; Štruc, Vitomir; Li, Zhangjie; Li, Jichun; Zhao, Weisong; Lei, Zhen; Zhu, Xiangyu; Zhang, Xiao-Yu; Biesseck, Bernardo; Vidal, Pedro; Coelho, Luiz; Granada, Roger; Menotti, David
[Journal Article]


FRoundation: Are Foundation Models Ready for Face Recognition?
Chettaoui, Tahar; Damer, Naser; Boutros, Fadi
[Journal Article]


Erkennung von Desinformationen
Steinebach, Martin
[Journal Article]


KVC-onGoing: Keystroke Verification Challenge
Stragapede, Giuseppe; Vera-Rodriguez, Ruben; Tolosana, Ruben; Morales, Aythami; DeAndres-Tame, Ivan; Damer, Naser; Fierrez, Julian; Ortega-Garcia, Javier; Acien, Alejandro; Gonzalez, Nahuel; Shadrikov, Andrei; Gordin, Dmitrii; Schmitt, Leon; Wimmer, Daniel; Großmann, Christoph; Krieger, Joerdis; Heinz, Florian; Krestel, Ron; Mayer, Christoffer; Haberl, Simon; Gschrey, Helena; Yamagishi, Yosuke; Wickramanayake, Sandareka; Saha, Sanjay; Rasnayaka, Sanka; Gutfeter, Weronika; Sim, Terence; Baran, Adam; Krzysztoń, Mateusz; Jaskóła, Przemysław
[Journal Article]


Model compression techniques in biometrics applications: A survey
Caldeira, Eduarda; Neto, Pedro C.; Huber, Marco; Damer, Naser; Sequeira, Ana F.
[Journal Article]


UAV-based person re-identification: A survey of UAV datasets, approaches, and challenges
Albaluchi, Yousaf; Fu, Biying; Ramachandra, Raghavendra; Damer, Naser; Raja, Kiran
[Journal Article]


Generative AI in the context of assistive technologies: Trends, limitations and future directions
Fu, Biying; Hadid, Abdenour; Damer, Naser
[Journal Article]


Good Gottesman-Kitaev-Preskill codes from the NTRU cryptosystem
Conrad, Jonathan; Eisert, Jens; Seifert, Jean Pierre
[Journal Article]


Advanced Persistent Threat Attack Detection Systems: A Review of Approaches, Challenges, and Trends
Buchta, Robin; Gkoktsis, Georgios; Heine, Felix; Kleiner, Carsten
[Journal Article]


RPKI: Not Perfect But Good Enough
Haya Schulmann and Niklas Vogel and Michael Waidner
CoRR, Vol.abs/2409.14518
[Journal Article]


ZPredict: ML-Based IPID Side-channel Measurements
Haya Schulmann and Shujie Zhao
ACM Trans. Priv. Secur., Vol.27
[Journal Article]


Wie Deutschland zur Cybernation wird
Haya Schulmann and Michael Waidner
Datenschutz und Datensicherheit, Vol.48, p.11–15
[Journal Article]


Toward Next Generation Quantum-Safe eIDs and eMRTDs: A Survey
N. Alnahawi and N. Schmitt and A. Wiesmaier and C.M. Zok
ACM Trans. Embed. Comput. Syst. (Journal), Vol.23
[Journal Article]


One-Class Classification as GLRT for Jamming Detection in Private 5G Networks
Matteo Varotto and Stefan Valentin and Francesco Ardizzon and Samuele Marzotto and Stefano Tomasin
CoRR, Vol.abs/2405.09565
[Journal Article]


Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines
Matteo Varotto and Florian Heinrichs and Timo Schuerg and Stefano Tomasin and Stefan Valentin
CoRR, Vol.abs/2405.09564
[Journal Article]


Toward Next Generation Quantum-Safe eIDs and eMRTDs: A Survey
Alnahawi, Nouri and Schmitt, Nicolai and Wiesmaier, Alexander and Zok, Chiara-Marie
ACM Trans. Embed. Comput. Syst., Vol.23
[Journal Article]


Presentation Attack Detection using iris periocular visual spectrum images
A. Valenzuela and J.Tapia and V. Chang and C. Busch
Frontiers on Image
[Journal Article]


Impact of Occlusion Masks on Gender Classification from Iris Texture
J. Tapia and C. Yanez and C. Perez and C. Busch
IET Biometrics
[Journal Article]


Toward Synthetic Physical Fingerprint Targets
L. Ruzicka and. B. Strobl and S. Bergmann and G. Nolden and T. Michalsky and C. Domscheit and J. Priesnitz and F. Blümel and B. Kohn and C. Heitzinger
Sensors, Vol.24
[Journal Article]


Privacy-preserving Multi-biometric Indexing based on Frequent Binary Patterns
D. Osorio-Roig and L. J. Gonzalez-Soler and C. Rathgeb and C. Busch
IEEE Trans. on Information Forensics and Security (TIFS), Vol.19, p.4835–4850
[Journal Article]


An Overview of Privacy-Enhancing Technologies in Biometric Recognition
P. Melzi and C. Rathgeb and R. Tolosana and R. Vera and C. Busch
ACM Computing Surveys (CSUR)
[Journal Article]


FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems
P. Melzi and R. Tolosana and R. Vera-Rodriguez and M. Kim and C. Rathgeb
ScienceDirect - Information Fusion
[Journal Article]


Open-Set: ID Card Presentation Attack Detection using Neural Style transfer
R. P. Markham and J. M. Espin and M. Nieto-Hidalgo and J. Tapia
IEEE Access
[Journal Article]


On the Potential of Algorithm Fusion for Demographic Bias Mitigation in Face Recognition
J. Kolberg and Y. Schäfer and C. Rathgeb and C. Busch
IET Biometrics
[Journal Article]


Towards minimizing efforts for Morphing Attacks-Deep embeddings for morphing pair selection and improved Morphing Attack Detection
R. Kessler and K. Kaja and j. Tapia and C. Busch
PLOS ONE
[Journal Article]


Synthetic Data in Human Analysis: A Survey
I. Joshi and M. Grimmer and C. Rathgeb and C. Busch and F. Bremond and A. Dantcheva
IEEE in Trans. on Pattern Analysis and Machine Intelligence (PAMI), Vol.46, p.4957–4976
[Journal Article]


Information Fusion and Hand Alignment to Improve Hand Recognition in Forensic Scenarios
J. Gonzalez-Soler and D. K. Jónsdóttir and C. Rathgeb and D. Fischer
IEEE Access, Vol.12, p.52941–52950
[Journal Article]


Contactless Hand Biometrics for Forensics: Review and Performance Benchmark
J. Gonzalez-Soler and K. Zyla and C. Rathgeb and D. Fischer
EURASIP Journal on Image and Video Processing (JIVP), p.34
[Journal Article]