Changnan Jiang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Malware Detection

Classification Systems

Privacy Preserving Classification

Sensitive Information

Top Venues

Publications

Changnan Jiang, Chunhe Xia, Mengyao Liu, Chen Chen, Huacheng Li, Tianbo Wang, Pengfei Li
FedDRC: A Robust Federated Learning-based Android Malware Classifier under Heterogeneous Distribution. CSCWD (2024)
Huacheng Li, Chunhe Xia, Tianbo Wang, Wanshuang Lin, Changnan Jiang, Chen Chen, Yuan Zhao
Multi-Signal Fusion of Social Diffusion Graph with Bi-Directional Semantic Consistency. ICASSP (2024)
Changnan Jiang, Chunhe Xia, Chen Chen, Huacheng Li, Tianbo Wang, Xiaojian Li
FedDLM: A Fine-Grained Assessment Scheme for Risk of Sensitive Information Leakage in Federated Learning-based Android Malware Classifier. TrustCom (2023)
Changnan Jiang, Chunhe Xia, Zhuodong Liu, Tianbo Wang
FedDroidADP: An Adaptive Privacy-Preserving Framework for Federated-Learning-Based Android Malware Classification System. KSEM (3) (2023)
Changnan Jiang, Chunhe Xia, Zhuodong Liu, Tianbo Wang
FedDroidMeter: A Privacy Risk Evaluator for FL-Based Android Malware Classification Systems. Entropy 25 (7) (2023)
Changnan Jiang, Kanglong Yin, Chunhe Xia, Weidong Huang
FedHGCDroid: An Adaptive Multi-Dimensional Federated Learning for Privacy-Preserving Android Malware Classification. Entropy 24 (7) (2022)