BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning
Published in 28th European Conference on Artificial Intelligence, 2025
Z. Jiang, X. Lyu, S. Shi, Y. Xiao, Y. Chen, Y. Hou, W. Lou, N. Wang pdf
Publications
MINDFL: Mitigating the Impact of Imbalanced and Noisy-labeled Data in Federated Learning with Quality and Fairness-Aware Client Selection
Published in IEEE Military Communications Conference (MILCOM), 2023
C. Zhang, N. Wang, S. Shi, C. Du, W. Lou and Y.T. Hou pdf
MANDA: On Adversarial Example Detection for Network Intrusion Detection System
Published in IEEE Transactions on Dependable and Secure Computing, 2023
N. Wang, Y. Chen, Y. Xiao, Y. Hu, W. Lou and Y.T. Hou pdf
Squeezing More Utility via Adaptive Clipping on Deferentially Private Gradients in Federated Meta-Learning
Published in Annual Computer Security Applications Conference (ACSAC), 2022
N. Wang, Y. Xiao, Y. Chen, N. Zhang, W. Lou and Y.T. Hou pdf
Transferability of Adversarial Examples in Machine Learning-based Malware Detection
Published in IEEE Conference on Communications and Network Security (CNS), 2022
Y. Hu, N. Wang, Y. Chen, W. Lou and Y.T. Hou pdf
FLARE: Defending Federated Learning against Model Poisoning Attacks via Latent Space Representations
Published in 17th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS), 2022
N. Wang, Y. Xiao, Y. Chen, Y. Hu, W. Lou and Y.T. Hou pdf
FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning
Published in IEEE International Conference on Computer Communications, 2022
N. Wang, Y. Chen, Y. Hu, W. Lou and Y.T. Hou pdf
MANDA: On Adversarial Example Detection for Network Intrusion Detection System
Published in IEEE International Conference on Computer Communications, 2021
N. Wang, Y. Chen, Y. Hu, W. Lou and Y.T. Hou pdf
PriRoster: Privacy-preserving Radio Context Attestation in Cognitive Radio Networks
Published in IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 2019
R. Zhang, N. Wang, N. zhang, Z. Yan, W. Lou and Y.T. Hou pdf