Yufei Han - RankMe

69 papers A* 22A 6B 2C 3Misc 1Journal 31Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Trust Under Siege: Label Spoofing Attacks Against Machine Learning for Android Malware Detection. IEEE Trans. Inf. Forensics Secur. Tianwei Lan, Luca Demetrio, Farid Naït-Abdesselam, Yufei Han, Simone Aonzo
2025	J	`jnl`	CoBA: Collusive Backdoor Attacks With Optimized Trigger to Federated Learning. IEEE Trans. Dependable Secur. Comput. Xiaoting Lyu, Yufei Han, Wei Wang, Jingkai Liu, Bin Wang, Kai Chen, Yidong Li, Jiqiang Liu, Xiangliang Zhang
2025	—	`conf`	Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study. EMNLP (Findings) Yujun Zhou, Jiayi Ye, Zipeng Ling, Yufei Han, Yue Huang, Haomin Zhuang, Zhenwen Liang, Kehan Guo, Taicheng Guo, Xiangqi Wang, Xiangliang Zhang
2025	J	`jnl`	Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study. CoRR Yujun Zhou, Jiayi Ye, Zipeng Ling, Yufei Han, Yue Huang, Haomin Zhuang, Zhenwen Liang, Kehan Guo, Taicheng Guo, Xiangqi Wang, Xiangliang Zhang
2025	J	`jnl`	Finding the PISTE: Towards Understanding Privacy Leaks in Vertical Federated Learning Systems. IEEE Trans. Dependable Secur. Comput. Xiangrui Xu, Wei Wang, Zheng Chen, Bin Wang, Chao Li, Li Duan, Zhen Han, Yufei Han
2025	A*	`conf`	From Risk to Resilience: Towards Assessing and Mitigating the Risk of Data Reconstruction Attacks in Federated Learning. USENIX Security Symposium Xiangrui Xu, Zhize Li, Yufei Han, Bin Wang, Jiqiang Liu, Wei Wang
2025	J	`jnl`	From Risk to Resilience: Towards Assessing and Mitigating the Risk of Data Reconstruction Attacks in Federated Learning. CoRR Xiangrui Xu, Zhize Li, Yufei Han, Bin Wang, Jiqiang Liu, Wei Wang
2025	—	`conf`	PROTEAN: Federated Intrusion Detection in Non-IID Environments Through Prototype-Based Knowledge Sharing. ESORICS (1) Sara Chennoufi, Yufei Han, Gregory Blanc, Emiliano De Cristofaro, Christophe Kiennert
2025	J	`jnl`	PROTEAN: Federated Intrusion Detection in Non-IID Environments through Prototype-Based Knowledge Sharing. CoRR Sara Chennoufi, Yufei Han, Gregory Blanc, Emiliano De Cristofaro, Christophe Kiennert
2025	J	`jnl`	RobustPFL: Robust Personalized Federated Learning. IEEE Trans. Dependable Secur. Comput. Guorong Chen, Wei Wang, Yufang Wu, Chao Li, Guangquan Xu, Shouling Ji, Tao Li, Meng Shen, Yufei Han
2025	J	`jnl`	Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection. CoRR Tianwei Lan, Luca Demetrio, Farid Naït-Abdesselam, Yufei Han, Simone Aonzo
2025	J	`jnl`	VFLMonitor: Defending One-Party Hijacking Attacks in Vertical Federated Learning. IEEE Trans. Inf. Forensics Secur. Xiangrui Xu, Yiwen Zhao, Yufei Han, Yongsheng Zhu, Zhen Han, Guangquan Xu, Bin Wang, Shouling Ji, Wei Wang
2024	—	`conf`	A Tale of Two Methods: Unveiling the Limitations of GAN and the Rise of Bayesian Networks for Synthetic Network Traffic Generation. EuroS&P Workshops Adrien Schoen, Gregory Blanc, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé
2024	A*	`conf`	Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data. ICML Yujun Zhou, Yufei Han, Haomin Zhuang, Hongyan Bao, Xiangliang Zhang
2024	J	`jnl`	BFS2Adv: Black-box adversarial attack towards hard-to-attack short texts. Comput. Secur. Xu Han, Qiang Li, Hongbo Cao, Lei Han, Bin Wang, Xuhua Bao, Yufei Han, Wei Wang
2024	A*	`conf`	BadVFL: Backdoor Attacks in Vertical Federated Learning. SP Mohammad Naseri, Yufei Han, Emiliano De Cristofaro
2024	A*	`conf`	Cross-Context Backdoor Attacks against Graph Prompt Learning. KDD Xiaoting Lyu, Yufei Han, Wei Wang, Hangwei Qian, Ivor W. Tsang, Xiangliang Zhang
2024	J	`jnl`	Cross-Context Backdoor Attacks against Graph Prompt Learning. CoRR Xiaoting Lyu, Yufei Han, Wei Wang, Hangwei Qian, Ivor W. Tsang, Xiangliang Zhang
2024	C	`conf`	DYNAMO: Towards Network Attack Campaign Attribution via Density-Aware Active Learning. SECRYPT Helene Orsini, Yufei Han
2024	A*	`conf`	Defending Jailbreak Prompts via In-Context Adversarial Game. EMNLP Yujun Zhou, Yufei Han, Haomin Zhuang, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang
2024	J	`jnl`	Defending Jailbreak Prompts via In-Context Adversarial Game. CoRR Yujun Zhou, Yufei Han, Haomin Zhuang, Taicheng Guo, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang
2024	A*	`conf`	Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning. USENIX Security Symposium Xiaoting Lyu, Yufei Han, Wei Wang, Jingkai Liu, Yongsheng Zhu, Guangquan Xu, Jiqiang Liu, Xiangliang Zhang
2024	J	`jnl`	Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning. CoRR Xiaoting Lyu, Yufei Han, Wei Wang, Jingkai Liu, Yongsheng Zhu, Guangquan Xu, Jiqiang Liu, Xiangliang Zhang
2024	J	`jnl`	Manipulating Predictions over Discrete Inputs in Machine Teaching. CoRR Xiaodong Wu, Yufei Han, Hayssam Dahrouj, Jianbing Ni, Zhenwen Liang, Xiangliang Zhang
2023	C	`conf`	BAGUETTE: Hunting for Evidence of Malicious Behavior in Dynamic Analysis Reports. SECRYPT Vincent Raulin, Pierre-François Gimenez, Yufei Han, Valérie Viet Triem Tong
2023	J	`jnl`	BadVFL: Backdoor Attacks in Vertical Federated Learning. CoRR Mohammad Naseri, Yufei Han, Emiliano De Cristofaro
2023	J	`jnl`	CGIR: Conditional Generative Instance Reconstruction Attacks Against Federated Learning. IEEE Trans. Dependable Secur. Comput. Xiangrui Xu, Pengrui Liu, Wei Wang, Hongliang Ma, Bin Wang, Zhen Han, Yufei Han
2023	A*	`conf`	Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance. CCS Savino Dambra, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge
2023	J	`jnl`	Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance. CoRR Savino Dambra, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge
2023	A*	`conf`	Humans vs. Machines in Malware Classification. USENIX Security Symposium Simone Aonzo, Yufei Han, Alessandro Mantovani, Davide Balzarotti
2023	A*	`conf`	Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning. AAAI Xiaoting Lyu, Yufei Han, Wei Wang, Jingkai Liu, Bin Wang, Jiqiang Liu, Xiangliang Zhang
2023	A*	`conf`	Towards Efficient and Domain-Agnostic Evasion Attack with High-Dimensional Categorical Inputs. AAAI Hongyan Bao, Yufei Han, Yujun Zhou, Xin Gao, Xiangliang Zhang
2023	A	`conf`	Towards Understanding Alerts raised by Unsupervised Network Intrusion Detection Systems. RAID Maxime Lanvin, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé, Eric Totel
2022	B	`conf`	AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs. IEEE Big Data Helene Orsini, Hongyan Bao, Yujun Zhou, Xiangrui Xu, Yufei Han, Longyang Yi, Wei Wang, Xin Gao, Xiangliang Zhang
2022	J	`jnl`	AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs. CoRR Helene Orsini, Hongyan Bao, Yujun Zhou, Xiangrui Xu, Yufei Han, Longyang Yi, Wei Wang, Xin Gao, Xiangliang Zhang
2022	A*	`conf`	CERBERUS: Exploring Federated Prediction of Security Events. CCS Mohammad Naseri, Yufei Han, Enrico Mariconti, Yun Shen, Gianluca Stringhini, Emiliano De Cristofaro
2022	J	`jnl`	Cerberus: Exploring Federated Prediction of Security Events. CoRR Mohammad Naseri, Yufei Han, Enrico Mariconti, Yun Shen, Gianluca Stringhini, Emiliano De Cristofaro
2022	C	`conf`	Errors in the CICIDS2017 Dataset and the Significant Differences in Detection Performances It Makes. CRiSIS Maxime Lanvin, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé, Eric Totel
2022	J	`jnl`	Explainable artificial intelligence for cybersecurity: a literature survey. Ann. des Télécommunications Fabien Charmet, Harry Chandra Tanuwidjaja, Solayman Ayoubi, Pierre-François Gimenez, Yufei Han, Houda Jmila, Gregory Blanc, Takeshi Takahashi, Zonghua Zhang
2022	A*	`conf`	Finding MNEMON: Reviving Memories of Node Embeddings. CCS Yun Shen, Yufei Han, Zhikun Zhang, Min Chen, Ting Yu, Michael Backes, Yang Zhang, Gianluca Stringhini
2022	J	`jnl`	Finding MNEMON: Reviving Memories of Node Embeddings. CoRR Yun Shen, Yufei Han, Zhikun Zhang, Min Chen, Ting Yu, Michael Backes, Yang Zhang, Gianluca Stringhini
2022	A*	`conf`	Model Stealing Attacks Against Inductive Graph Neural Networks. SP Yun Shen, Xinlei He, Yufei Han, Yang Zhang
2022	J	`jnl`	Towards Efficient and Domain-Agnostic Evasion Attack with High-dimensional Categorical Inputs. CoRR Hongyan Bao, Yufei Han, Yujun Zhou, Xin Gao, Xiangliang Zhang
2022	A*	`conf`	Towards Understanding the Robustness Against Evasion Attack on Categorical Data. ICLR Hongyan Bao, Yufei Han, Yujun Zhou, Yun Shen, Xiangliang Zhang
2021	—	`conf`	Attack Transferability Characterization for Adversarially Robust Multi-label Classification. ECML/PKDD (3) Zhuo Yang, Yufei Han, Xiangliang Zhang
2021	J	`jnl`	Attack Transferability Characterization for Adversarially Robust Multi-label Classification. CoRR Zhuo Yang, Yufei Han, Xiangliang Zhang
2021	A*	`conf`	Characterizing the Evasion Attackability of Multi-label Classifiers. AAAI Zhuo Yang, Yufei Han, Xiangliang Zhang
2021	A*	`conf`	Does Every Second Count? Time-based Evolution of Malware Behavior in Sandboxes. NDSS Alexander Küchler, Alessandro Mantovani, Yufei Han, Leyla Bilge, Davide Balzarotti
2021	J	`jnl`	Model Stealing Attacks Against Inductive Graph Neural Networks. CoRR Yun Shen, Xinlei He, Yufei Han, Yang Zhang
2021	A	`conf`	Towards Stalkerware Detection with Precise Warnings. ACSAC Yufei Han, Kevin Alejandro Roundy, Acar Tamersoy
2020	A*	`conf`	Attackability Characterization of Adversarial Evasion Attack on Discrete Data. KDD Yutong Wang, Yufei Han, Hongyan Bao, Yun Shen, Fenglong Ma, Jin Li, Xiangliang Zhang
2020	J	`jnl`	Characterizing the Evasion Attackability of Multi-label Classifiers. CoRR Zhuo Yang, Yufei Han, Xiangliang Zhang
2020	A	`conf`	Recurrent Attention Walk for Semi-supervised Classification. WSDM Uchenna Akujuobi, Qiannan Zhang, Yufei Han, Xiangliang Zhang
2020	A*	`conf`	Robust Federated Learning via Collaborative Machine Teaching. AAAI Yufei Han, Xiangliang Zhang
2019	A*	`conf`	Collaborative Graph Walk for Semi-Supervised Multi-label Node Classification. ICDM Uchenna Akujuobi, Yufei Han, Qiannan Zhang, Xiangliang Zhang
2019	J	`jnl`	Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification. CoRR Uchenna Akujuobi, Yufei Han, Qiannan Zhang, Xiangliang Zhang
2019	B	`conf`	Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization. IJCNN Yufei Han, Yuzhe Ma, Christopher Gates, Kevin A. Roundy, Yun Shen
2019	J	`jnl`	Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization. CoRR Yufei Han, Yuzhe Ma, Christopher Gates, Kevin A. Roundy, Yun Shen
2019	J	`jnl`	Prototypical Networks for Multi-Label Learning. CoRR Zhuo Yang, Yufei Han, Guoxian Yu, Xiangliang Zhang
2019	J	`jnl`	Recurrent Attention Walk for Semi-supervised Classification. CoRR Uchenna Akujuobi, Qiannan Zhang, Yufei Han, Xiangliang Zhang
2019	J	`jnl`	Robust Federated Training via Collaborative Machine Teaching using Trusted Instances. CoRR Yufei Han, Xiangliang Zhang
2018	A*	`conf`	Multi-label Learning with Highly Incomplete Data via Collaborative Embedding. KDD Yufei Han, Guolei Sun, Yun Shen, Xiangliang Zhang
2017	A	`conf`	Marmite: Spreading Malicious File Reputation Through Download Graphs. ACSAC Gianluca Stringhini, Yun Shen, Yufei Han, Xiangliang Zhang
2017	A	`conf`	Predicting Cyber Threats with Virtual Security Products. ACSAC Shang-Tse Chen, Yufei Han, Duen Horng Chau, Christopher S. Gates, Michael Hart, Kevin A. Roundy
2017	A*	`conf`	RiskTeller: Predicting the Risk of Cyber Incidents. CCS Leyla Bilge, Yufei Han, Matteo Dell'Amico
2016	Misc	`conf`	Accurate spear phishing campaign attribution and early detection. SAC Yufei Han, Yun Shen
2016	A	`conf`	Content-Agnostic Malware Detection in Heterogeneous Malicious Distribution Graph. CIKM Ibrahim M. Alabdulmohsin, Yufei Han, Yun Shen, Xiangliang Zhang
2016	J	`jnl`	Mini-Batch Spectral Clustering. CoRR Yufei Han, Yun Shen, Maurizio Filippone
2016	A*	`conf`	Partially Supervised Graph Embedding for Positive Unlabelled Feature Selection. IJCAI Yufei Han, Yun Shen