Publications
Federated learning for 6G communications: Challenges, methods, and future directions
Yi Liu, Xingliang Yuan, Zehui Xiong, Jiawen Kang, Xiaofei Wang, and Dusit Niyato, China Communications, accepted.
Fingerprinting Movements of Industrial Robots for Replay Attack Detection
H. Pu, L. He, C. Zhao, D.K.Y. Yau, P. Cheng, and J. Chen, IEEE Trans. Mobile Computing. Accepted.
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework
Makris D., Agres K., Herremans D., Proceedings of the International Joint Conference on Neural Networks (IJCNN), https://ieeexplore.ieee.org/document/9533493
Group Time-based One-time Passwords and its Application to Efficient Privacy-Preserving Proof of Location
Zheng Yang, Chenglu Jin, Jianting Ning, Zengpeng Li, Tien Tuan Anh Dinh, and Jianying Zhou, Annual Computer Security Applications Conference (ACSAC’21)
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
Guo Z, Makris D., Herremans D., Proceedings of the International Joint Conference on Neural Networks (IJCNN), https://ieeexplore.ieee.org/document/9533493
LaKSA: A Probabilistic Proof-of-Stake Protocol
Daniel Reijsbergen, Pawel Szalachowski, Junming Ke, Zengpeng Li, and Jianying Zhou, 2021 Network and Distributed System Security Symposium (NDSS’21).
MOCCA: Modeling and Optimizing Cone-joints for Complex Assemblies
Ziqi Wang, Peng Song, and Mark Pauly, ACM Transactions on Graphics (Proc. of SIGGRAPH)
Modeling Social Worm Propagation for Advanced Persistent Threats
Peng Zhou, Xiaojing Gu, Surya Nepal, and Jianying Zhou, Computers & Security, 2021
Music, Computing, and Health: A roadmap for the current and future roles of music technology for healthcare and well-being
Agres K., Schaefer R, Volk A, Van Hooren S, Holzapfel A, Bella Dalla, Müller M, de Witte M, Herremans D., R. Ramirez et al., 2021. Music & Science. In Press., https://osf.io/preprints/mgjwv/
Musical stylometry: Characterisation of music. Multivariate Humanities
Kroonenberg P., Herremans D., Springer, https://link.springer.com/book/10.1007/978-3-030-69150-9#aboutBook