Time Series Similarity Measure via Siamese Convolutional Neural Network. - Linshan Hou; Xiaofeng Jin; Zhenshuang Zhao (CISP-BMEI, 2019)

M-to-N Backdoor Paradigm: A Stealthy and Fuzzy Attack to Deep Learning Models. - Linshan Hou; Zhongyun Hua; Yuhong Li; Leo Yu Zhang (CoRR, 2022)

IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency. - Linshan Hou; Ruili Feng; Zhongyun Hua; Wei Luo 001; Leo Yu Zhang; Yiming Li 004 (ICML, 2024)

FLARE: Towards Universal Dataset Purification against Backdoor Attacks. - Linshan Hou; Wei Luo 001; Zhongyun Hua; Songhua Chen; Leo Yu Zhang; Yiming Li 004 (CoRR, 2024)

M-to-N Backdoor Paradigm: A Multi-Trigger and Multi-Target Attack to Deep Learning Models. - Linshan Hou; Zhongyun Hua; Yuhong Li; Yifeng Zheng; Leo Yu Zhang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Test-Time Backdoor Detection for Object Detection Models. - Hangtao Zhang; Yichen Wang; Shihui Yan; Chenyu Zhu; Ziqi Zhou 001; Linshan Hou; Shengshan Hu; Minghui Li; Yanjun Zhang; Leo Yu Zhang (CVPR, 2025)

FixGuard: Repairing Backdoored Models via Class-Wise Trigger Recovery and Unlearning. - Linshan Hou; Zhongyun Hua; Wei Luo 001; Leo Yu Zhang (IEEE Signal Process. Lett., 2025)

FLARE: Toward Universal Dataset Purification Against Backdoor Attacks. - Linshan Hou; Wei Luo 001; Zhongyun Hua; Songhua Chen; Leo Yu Zhang; Yiming Li 004 (IEEE Trans. Inf. Forensics Secur., 2025)