Siyu Luan

12 papers A* 1C 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI Security in the Foundation Model Era: A Comprehensive Survey from a Unified Perspective.
CoRR
Zhenyi Wang, Siyu Luan
2026 J jnl
AI Security in the Foundation Model Era: A Comprehensive Survey from a Unified Perspective.
Trans. Mach. Learn. Res.
Zhenyi Wang, Siyu Luan
2026 J jnl
Teleportation: Defense Against Stealing Attacks of Data-Driven Healthcare APIs.
IEEE Trans. Artif. Intell.
Tiehang Duan, Zhenyi Wang, Li Shen, Siyu Luan, Fang Li, Gianfranco Doretto, Donald A. Adjeroh, Shuteng Niu, Jianfu Li, Cui Tao
2025 A* conf
Dynamic Neural Fortresses: An Adaptive Shield for Model Extraction Defense.
ICLR
Siyu Luan, Zhenyi Wang, Li Shen, Zonghua Gu, Chao Wu, Dacheng Tao
2024 — conf
Training A Secure Model Against Data-Free Model Extraction.
ECCV (79)
Zhenyi Wang, Li Shen, Junfeng Guo, Tiehang Duan, Siyu Luan, Tongliang Liu, Mingchen Gao
2023 J jnl
Efficient Performance Prediction of End-to-End Autonomous Driving Under Continuous Distribution Shifts Based on Anomaly Detection.
J. Signal Process. Syst.
Siyu Luan, Zonghua Gu, Shaohua Wan
2023 J jnl
LRP-based network pruning and policy distillation of robust and non-robust DRL agents for embedded systems.
Concurr. Comput. Pract. Exp.
Siyu Luan, Zonghua Gu, Rui Xu, Qingling Zhao, Gang Chen
2023 J jnl
Timing Performance Benchmarking of Out-of-Distribution Detection Algorithms.
J. Signal Process. Syst.
Siyu Luan, Zonghua Gu, Amin Saremi, Leonid B. Freidovich, Lili Jiang, Shaohua Wan
2023 — —
Towards safe and efficient application of deep neural networks in resource-constrained real-time embedded systems
Siyu Luan
2022 J jnl
CAN Bus Intrusion Detection Based on Auxiliary Classifier GAN and Out-of-distribution Detection.
ACM Trans. Embed. Comput. Syst.
Qingling Zhao, Mingqiang Chen, Zonghua Gu, Siyu Luan, Haibo Zeng, Samarjit Chakraborty
2022 C conf
LRP-based Policy Pruning and Distillation of Reinforcement Learning Agents for Embedded Systems.
ISORC
Rui Xu, Siyu Luan, Zonghua Gu, Qingling Zhao, Gang Chen
2021 J jnl
Out-of-Distribution Detection for Deep Neural Networks With Isolation Forest and Local Outlier Factor.
IEEE Access
Siyu Luan, Zonghua Gu, Leonid B. Freidovich, Lili Jiang, Qingling Zhao