FedHGCDroid: An Adaptive Multi-Dimensional Federated Learning for Privacy-Preserving Android Malware Classification. - Changnan Jiang; Kanglong Yin; Chunhe Xia; Weidong Huang 006 (Entropy, 2022)

FedDroidADP: An Adaptive Privacy-Preserving Framework for Federated-Learning-Based Android Malware Classification System. - Changnan Jiang; Chunhe Xia; Zhuodong Liu; Tianbo Wang (KSEM (3), 2023)

FedDLM: A Fine-Grained Assessment Scheme for Risk of Sensitive Information Leakage in Federated Learning-based Android Malware Classifier. - Changnan Jiang; Chunhe Xia; Chen Chen; Huacheng Li; Tianbo Wang; Xiaojian Li 002 (TrustCom, 2023)

FedDroidMeter: A Privacy Risk Evaluator for FL-Based Android Malware Classification Systems. - Changnan Jiang; Chunhe Xia; Zhuodong Liu; Tianbo Wang (Entropy, 2023)

FedDRC: A Robust Federated Learning-based Android Malware Classifier under Heterogeneous Distribution. - Changnan Jiang; Chunhe Xia; Mengyao Liu; Chen Chen; Huacheng Li; Tianbo Wang; Pengfei Li (CSCWD, 2024)

Multi-Signal Fusion of Social Diffusion Graph with Bi-Directional Semantic Consistency. - Huacheng Li; Chunhe Xia; Tianbo Wang; Wanshuang Lin; Changnan Jiang; Chen Chen 098; Yuan Zhao (ICASSP, 2024)

FedDADP: A Privacy-Risk-Adaptive Differential Privacy Protection Method for Federated Android Malware Classifier. - Changnan Jiang; Chunhe Xia; Mengyao Liu; Rui Fang; Pengfei Li; Huacheng Li; Tianbo Wang (IJCNN, 2024)

ArchSentry: Enhanced Android Malware Detection via Hierarchical Semantic Extraction. - Tianbo Wang; Mengyao Liu; Huacheng Li; Lei Zhao 012; Changnan Jiang; Chunhe Xia; Baojiang Cui (IEEE Trans. Netw. Serv. Manag., 2025)