Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting.
CoRR, May, 2025
NeRF-APT: A New NeRF Framework for Wireless Channel Prediction.
CoRR, April, 2025
Explanation-Guided Backdoor Attacks Against Model-Agnostic RF Fingerprinting Systems.
IEEE Trans. Mob. Comput., March, 2025
Membership Inference Against Self-supervised IMU Sensing Applications.
Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025
Fine-grained Heartbeat Waveform Monitoring with RFID: A Latent Diffusion Model.
Proceedings of the 3rd International Workshop on Human-Centered Sensing, 2025
TFSemantic: A Time-Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals.
ACM Trans. Sens. Networks, July, 2024
VOD: Vision-Based Building Energy Data Outlier Detection.
Mach. Learn. Knowl. Extr., June, 2024
Few-shot Learning and Data Augmentation for Cross-Domain UAV Fingerprinting.
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
Explanation-Guided Backdoor Attacks on Model-Agnostic RF Fingerprinting.
Proceedings of the IEEE INFOCOM 2024, 2024
Cross-domain, Scalable, and Interpretable RF Device Fingerprinting.
Proceedings of the IEEE INFOCOM 2024, 2024
Backdoor Attacks Against Low-Earth Orbit Satellite Fingerprinting.
Proceedings of the IEEE INFOCOM 2024, 2024
ECG-grained Cardiac Monitoring Using RFID.
Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024
Functional Data Analysis Assisted Cross-Domain Wi-Fi Sensing Using Few-Shot Learning.
Proceedings of the IEEE International Conference on Communications, 2024
AI Generated Wireless Data for Enhanced Satellite Device Fingerprinting.
Proceedings of the IEEE International Conference on Communications Workshops, 2024
Adversarial Attack and Defense for WiFi-based Apnea Detection System.
Proceedings of the IEEE INFOCOM 2023, 2023
Backdoor Attacks Against Deep Learning-Based Massive MIMO Localization.
Proceedings of the IEEE Global Communications Conference, 2023
Cross-Domain Adaptation for RF Fingerprinting Using Prototypical Networks.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022