Ren, Kui

Adversarial Attacks and Defenses in Deep Learning

Ren, K., Zheng, T., Qin, Z., & Liu, X. (2020) · Engineering

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 678

A blockchain-based privacy-preserving payment mechanism for vehicle-to-grid networks

Gao, F., Zhu, L., Shen, M., Sharif, K., Wan, Z., & Ren, K. (2018) · IEEE Network

Blockchain Technology Applications and SecurityVehicular Ad Hoc Networks (VANETs)

Cited by 281

AVoiD-DF: Audio-Visual Joint Learning for Detecting Deepfake

Yang, W., Zhou, X., Chen, Z., Guo, B., Ba, Z., Xia, Z., Cao, X., & Ren, K. (2023) · IEEE Transactions on Information Forensics and Security

Digital Media Forensic DetectionMisinformation and Its Impacts

Cited by 198

RevFRF: Enabling Cross-Domain Random Forest Training With Revocable Federated Learning

Liu, Y., Ma, Z., Yang, Y., Liu, X., Ma, J., & Ren, K. (2022) · IEEE Transactions on Dependable and Secure Computing

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 49

FTDKD: Frequency-Time Domain Knowledge Distillation for Low-Quality Compressed Audio Deepfake Detection

Wang, B., Tang, Y., Wei, F., Ba, Z., & Ren, K. (2024) · IEEE/ACM Transactions on Audio, Speech, and Language Processing

Speech Recognition and SynthesisDigital Media Forensic Detection

Cited by 20

AWaveFormer: Audio Wavelet Transformer Network for Generalized Audio Deepfake Detection

Wang, R., Chen, Z., Wang, B., Ba, Z., & Ren, K. (2025) · IEEE Transactions on Audio, Speech and Language Processing

Speech Recognition and SynthesisDigital Media Forensic Detection

Cited by 10