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Pengzhou Cheng
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Plmmark: a secure and robust black-box watermarking framework for pre-trained language models
P Li, P Cheng, F Li, W Du, H Zhao, G Liu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14991 …, 2023
432023
TCAN-IDS: intrusion detection system for internet of vehicle using temporal convolutional attention network
P Cheng, K Xu, S Li, M Han
Symmetry 14 (2), 310, 2022
402022
PPM-InVIDS: Privacy protection model for in-vehicle intrusion detection system based complex-valued neural network
M Han, P Cheng, S Ma
Vehicular Communications 31, 100374, 2021
272021
DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering
P Cheng, M Han, G Liu
Future Generation Computer Systems 140, 266-281, 2023
232023
TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models
P Cheng, Y Ding, T Ju, Z Wu, W Du, P Yi, Z Zhang, G Liu
arXiv preprint arXiv:2405.13401, 2024
222024
Backdoor attacks and countermeasures in natural language processing models: A comprehensive security review
P Cheng, Z Wu, W Du, H Zhao, W Lu, G Liu
IEEE Transactions on Neural Networks and Learning Systems, 2023
212023
STC-IDS: Spatial-Temporal Correlation Feature Analyzing based Intrusion Detection System for Intelligent Connected Vehicles
P Cheng, M Han, L Aoxue, F Zhang
International journal of intelligent systems 37 (11), 9532-9561, 2022
202022
Zero-knowledge identity authentication for internet of vehicles: Improvement and application
M Han, Z Yin, P Cheng, X Zhang, S Ma
Plos one 15 (9), e0239043, 2020
182020
Cvnns-ids: Complex-valued neural network based in-vehicle intrusion detection system
M Han, P Cheng, S Ma
Security and Privacy in Digital Economy: First International Conference …, 2020
62020
Flooding spread of manipulated knowledge in llm-based multi-agent communities
T Ju, Y Wang, X Ma, P Cheng, H Zhao, Y Wang, L Liu, J Xie, Z Zhang, ...
arXiv preprint arXiv:2407.07791, 2024
52024
Transferring backdoors between large language models by knowledge distillation
P Cheng, Z Wu, T Ju, W Du, ZZG Liu
arXiv preprint arXiv:2408.09878, 2024
42024
Implementing an efficient secure attribute-based encryption system for IoV using association rules
M Han, M Zhu, P Cheng, Z Yin, H Qu
Symmetry 13 (7), 1177, 2021
42021
SynGhost: Imperceptible and Universal Task-agnostic Backdoor Attack in Pre-trained Language Models
P Cheng, W Du, Z Wu, F Zhang, L Chen, G Liu
NAACL 2025-Findings, 2024
22024
LSF-IDM: Deep learning-based lightweight semantic fusion intrusion detection model for automotive
P Cheng, L Hua, H Jiang, G Liu
Peer-to-Peer Networking and Applications, 1-22, 2024
12024
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space
Z Wu, Z Zhang, P Cheng, G Liu
Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024
12024
LSF-IDM: Automotive intrusion detection model with lightweight attribution and semantic fusion
P Cheng, L Hua, H Jiang, M Samie, G Liu
CoRR, 2023
12023
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining
Z Wu, P Cheng, L Fang, Z Zhang, G Liu
Coling 2025, 2024
2024
BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation
H Yu, T Xie, J Gui, P Wang, P Cheng, P Yi, Y Wu
KDD 2025, 2024
2024
MKF-ADS: A Multi-Knowledge Fused Anomaly Detection System for Automotive
P Cheng, Z Wu, G Liu
arXiv preprint arXiv:2403.04293, 2024
2024
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