Chao Feng, Yuanzhe Gao, Alberto Huertas Celdran, Gerome Bovet, Burkhard Stiller: From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning; arxiv, arxiv, Zürich, Switzerland, January 2025, URL: https://arxiv.org/abs/2501.03119.
Internet Economics XVIII; Burkhard Stiller, Alberto Huertas, Jan von der Assen, Katharina O. E. Müller, Chao Feng, Daria Schumm, Weijie Niu, Thomas Grubl, Nasim Nezhadsistani, Ahmad Abtahi, Reza Abtahi, Anderson Rocha, (Edt.), CSG, IFI, UZH, IFI-TecReport No. 2025.0001, Zürich, Switzerland, January 2025, URL: https://files.ifi.uzh.ch/CSG/teaching/IntEcoReport/Internet_Economics_XVIII.pdf.
Chao Feng, Nicolas Fazli Kohler, Alberto Huertas Celdran, Gerome Bovet, Burkhard Stiller: ColNet: Collaborative Optimization in Decentralized Federated Multi-task Learning Systems; Arxiv, Arxiv, Zürich, Switzerland, January 2025, URL: https://arxiv.org/abs/2501.10347.
Chao Feng: Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data.; 2024 IEEE International Conference on Big Data (IEEE BigData 2024), Washington DC, USA, Zürich, Switzerland, December 2024.
Chao Feng, Alberto Huertas Celdran, Zien Zeng, Zi Ye, Jan von der Assen, Gerome Bovet, Burkhard Stiller: Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data; 2024 IEEE International Conference on Big Data (IEEE BigData 2024), Washington DC, USA, December 2024, pp 7745–7754. URL: https://ieeexplore.ieee.org/document/10825953.
Weijie Niu, Alberto Huertas Celdran, Jingjing Li, Burkhard Stiller: Enhancing Synthetic Data Generation for Class Imbalance and Privacy Preservation; 2024 IEEE Internatinoal Conference on Big Data (IEEE BigData 2024), Washington, D.C. United States, December 2024, pp 1–7.
Alberto Huertas Celdrán, Jan von der Assen, Chao Feng, Sandro Padovan, Gérôme Bovet, Burkhard Stiller: Next Generation of AI-based Ransomware; 2024 IEEE Global Communications Conference, Cape Town, South Africa, December 2024, pp 1–6.
Sumeyya Birtane, Mays F AL-Naday, Francesco Paolucci, Rana Abu Bakar, Vincent Lefebvre, Virgilios Passas, Sarantis Kalafatidis, Antonios Lalas, Anastasios Drosou, Edgardo Montes de Oca, Ana Cavalli, Péter Vörös, Mohammed B. M. Kamel, Burkhard Stiller, Wissem Soussi, Gökcan Cantali, Gürkan Gür: Footprint-Optimized Orchestration and Management of Secure Complex Services over 6G Continuum; IEEE Conference on Standards for Communications and Networking, "(CSCN 2024)", Belgrade, Serbia, November 2024, pp 1–6.
Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller: FederatedTrust: A Solution for Trustworthy Federated Learning; Elsevier, Future Generation Computer Systems, Vol. 152, No. 1, November 2024, pp 83–98. doi:10.1016/j.future.2023.10.013.
Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez: Adversarial Attacks and Defenses on ML- and Hardware-based IoT Device Fingerprinting and Identification; Elsevier, Future Generation Computer Systems, Vol. 152, No. 1, November 2024, pp 30–42. doi:10.1016/j.future.2023.10.011.