Chao Feng - RankMe

47 papers A 2B 9C 1Misc 2Journal 31Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GreenDFL: A framework for assessing the sustainability of Decentralized Federated Learning systems. Inf. Softw. Technol. Chao Feng, Alberto Huertas Celdrán, Xi Cheng, Gérôme Bovet, Burkhard Stiller
2026	J	`jnl`	UnlinkableDFL: a Practical Mixnet Protocol for Churn-Tolerant Decentralized FL Model Sharing. CoRR Chao Feng, Thomas Grübl, Jan von der Assen, Sandrin Raphael Hunkeler, Linn Anna Spitz, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	A Crowdsensing Intrusion Detection Dataset For Decentralized Federated Learning Models. CoRR Chao Feng, Alberto Huertas Celdrán, Jing Han, Heqing Ren, Xi Cheng, Zien Zeng, Lucas Krauter, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	AIDFL: An Information-Driven Anomaly Detector for Data Poisoning in Decentralized Federated Learning. IEEE Access Xiao Chen, Chao Feng, Shaohua Wang
2025	B	`conf`	Assessing the Sustainability and Trustworthiness of Federated Learning Models. CNSM Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation. CoRR Heqing Ren, Chao Feng, Alberto Huertas Celdrán, Burkhard Stiller
2025	B	`conf`	ColNet: Collaborative Optimization in Decentralized Federated Multi-Task Learning Systems. IEEE Big Data Chao Feng, Nicolas Fazli Kohler, Zhi Wang, Weijie Niu, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	ColNet: Collaborative Optimization in Decentralized Federated Multi-task Learning Systems. CoRR Chao Feng, Nicolas Fazli Kohler, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. IEEE Trans. Dependable Secur. Comput. Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan Kreischer, Jan von der Assen, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2025	J	`jnl`	DMPA: Model Poisoning Attacks on Decentralized Federated Learning for Model Differences. CoRR Chao Feng, Yunlong Li, Yuanzhe Gao, Alberto Huertas Celdrán, Jan von der Assen, Gérôme Bovet, Burkhard Stiller
2025	Misc	`conf`	DP-Tabula: Differentially Private Synthetic Tabular Data Generation with Large Language Models. CSR Weijie Niu, Zehao Zhang, Alberto Huertas Celdrán, Chao Feng, Jan von der Assen, Nasim Nezhadsistani, Burkhard Stiller
2025	B	`conf`	De-VertiFL: A Solution for Decentralized Vertical Federated Learning. NOMS Alberto Huertas Celdrán, Chao Feng, Sabyasachi Banik, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2025	J	`jnl`	Demo: A Practical Testbed for Decentralized Federated Learning on Physical Edge Devices. CoRR Chao Feng, Nicolas Huber, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	A	`conf`	From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning. ECAI Chao Feng, Yuanzhe Gao, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning. CoRR Chao Feng, Yuanzhe Gao, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	GreenDFL: a Framework for Assessing the Sustainability of Decentralized Federated Learning Systems. CoRR Chao Feng, Alberto Huertas Celdrán, Xi Cheng, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	GuardFS: A file system for integrated detection and mitigation of Linux-based ransomware. J. Inf. Secur. Appl. Jan von der Assen, Chao Feng, Alberto Huertas Celdrán, Róbert Oles, Gérôme Bovet, Burkhard Stiller
2025	B	`conf`	S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning. IJCNN Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	J	`jnl`	S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning. CoRR Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	J	`jnl`	Smarter, not Bigger: Fine-Tuned RAG-Enhanced LLMs for Automotive HIL Testing. CoRR Chao Feng, Zihan Liu, Siddhant Gupta, Gongpei Cui, Jan von der Assen, Burkhard Stiller
2024	Misc	`conf`	Asset-Centric Threat Modeling for AI-Based Systems. CSR Jan von der Assen, Jamo Sharif, Chao Feng, Christian Killer, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Asset-driven Threat Modeling for AI-based Systems. CoRR Jan von der Assen, Jamo Sharif, Chao Feng, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Corrigendum to "Fedstellar: A platform for decentralized federated learning" [Expert Syst. Appl. 242 (2024) 122861]. Expert Syst. Appl. Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Pedro Guijas Bravo, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	DART: A Solution for Decentralized Federated Learning Model Robustness Analysis. CoRR Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	DART: A Solution for decentralized federated learning model robustness analysis. Array Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	De-VertiFL: A Solution for Decentralized Vertical Federated Learning. CoRR Alberto Huertas Celdrán, Chao Feng, Sabyasachi Banik, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	J	`jnl`	FedEP: Tailoring Attention to Heterogeneous Data Distribution with Entropy Pooling for Decentralized Federated Learning. CoRR Chao Feng, Hongjie Guan, Alberto Huertas Celdrán, Jan von der Assen, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Fedstellar: A Platform for Decentralized Federated Learning. Expert Syst. Appl. Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	GuardFS: a File System for Integrated Detection and Mitigation of Linux-based Ransomware. CoRR Jan von der Assen, Chao Feng, Alberto Huertas Celdrán, Róbert Oles, Gérôme Bovet, Burkhard Stiller
2024	B	`conf`	Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data. IEEE Big Data Chao Feng, Alberto Huertas Celdrán, Zien Zeng, Zi Ye, Jan von der Assen, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data. CoRR Chao Feng, Alberto Huertas Celdrán, Zien Zeng, Zi Ye, Jan von der Assen, Gérôme Bovet, Burkhard Stiller
2024	B	`conf`	Next Generation of AI-based Ransomware. GLOBECOM Alberto Huertas Celdrán, Jan von der Assen, Chao Feng, Sandro Padovan, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	RCVaR: An economic approach to estimate cyberattacks costs using data from industry reports. Comput. Secur. Muriel Figueredo Franco, Fabian Künzler, Jan von der Assen, Chao Feng, Burkhard Stiller
2024	—	`conf`	SecBox: a Lightweight Data Mining Platform for Dynamic and Reproducible Malware Analysis. SDS Chao Feng, Jan von der Assen, Alberto Huertas Celdrán, Raffael Mogicato, Adrian Zermin, Vichhay Ok, Gérôme Bovet, Burkhard Stiller
2024	A	`conf`	Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. ECAI Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller
2024	B	`conf`	ThreatFinderAI: Automated Threat Modeling Applied to LLM System Integration. CNSM Jan von der Assen, Alberto Huertas Celdrán, Jamo Sharif, Chao Feng, Gérôme Bovet, Burkhard Stiller
2024	B	`conf`	Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL. NOMS Chao Feng, Alberto Huertas Celdrán, Michael Vuong, Gérôme Bovet, Burkhard Stiller
2023	J	`jnl`	Assessing the Sustainability and Trustworthiness of Federated Learning Models. CoRR Alberto Huertas Celdrán, Chao Feng, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller
2023	J	`jnl`	CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. CoRR Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan Kreischer, Jan von der Assen, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	C	`conf`	Demo: Utilizing SRv6 to Optimize the Routing Behavior for Tactical Networks. WoWMoM Eryk Schiller, Chao Feng, Rafael Hengen Ribeiro, Francesco Marino, Martin Buck, Burkhard Stiller
2023	J	`jnl`	Fedstellar: A Platform for Decentralized Federated Learning. CoRR Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	B	`conf`	HomeScout: Anti-Stalking Mobile App for Bluetooth Low Energy Devices. LCN Katharina O. E. Müller, Louis Bienz, Bruno Rodrigues, Chao Feng, Burkhard Stiller
2023	J	`jnl`	Privacy-Preserving and Syscall-Based Intrusion Detection System for IoT Spectrum Sensors Affected by Data Falsification Attacks. IEEE Internet Things J. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	RCVaR: an Economic Approach to Estimate Cyberattacks Costs using Data from Industry Reports. CoRR Muriel Figueredo Franco, Fabian Künzler, Jan von der Assen, Chao Feng, Burkhard Stiller
2023	J	`jnl`	Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. CoRR Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2023	J	`jnl`	Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL. CoRR Chao Feng, Alberto Huertas Celdrán, Michael Vuong, Gérôme Bovet, Burkhard Stiller
2022	—	`conf`	An Overview and Ontology of Privacy to Preserve Privacy in Ultra-Wideband Networks. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta Katharina O. E. Müller, Jan von der Assen, Chao Feng, Burkhard Stiller