BAM: Backdoor defense based on adversarial mitigation.

Peipeng Yu https://orcid.org/0000-0003-0056-4300

Run Lu Peipeng Yu Zhitao Huang Zhihua Xia Xiaoyan Jiang BAM: Backdoor defense based on adversarial mitigation. 112662 2026 172 Pattern Recognit. https://doi.org/10.1016/j.patcog.2025.112662 db/journals/pr/pr172.html#LuYHXJ26 streams/journals/pr

Zixuan Shen Zhihua Xia Kaikai Gan Peipeng Yu Xiaoyu Zhou SWFTI: Facial template inversion via StyleSwin mapping. 2026 113190 176 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113190 db/journals/pr/pr176.html#ShenXGYZ26 streams/journals/pr

Peipeng Yu Hui Gao Jianwei Fei Zhitao Huang Zhihua Xia Chip-Hong Chang DFREC: DeepFake Identity Recovery Based on Identity-Aware Masked Autoencoder. 2026 4319-4332 21 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2026.3683283 db/journals/tifs/tifs21.html#YuGFHXC26 streams/journals/tifs

Longchen Dai Zixuan Shen Zhiheng Zhou Peipeng Yu Zhihua Xia CLIP-FTI: Fine-Grained Face Template Inversion via CLIP-Driven Attribute Conditioning. 3479-3487 2026 AAAI https://doi.org/10.1609/aaai.v40i5.37345 conf/aaai/2026 db/conf/aaai/aaai2026.html#DaiSZYX26 Tianxiang Zhang Peipeng Yu Zhihua Xia Longchen Dai Xiaoyu Zhou Hui Gao Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection. 12780-12788 2026 AAAI https://doi.org/10.1609/aaai.v40i15.38275 conf/aaai/2026 db/conf/aaai/aaai2026.html#ZhangYXDZG26 Jianwei Fei Yunshu Dai Peipeng Yu Zhihua Xia Dasara Shullani Daniele Baracchi Alessandro Piva One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images. 35419-35427 2026 AAAI https://doi.org/10.1609/aaai.v40i42.40851 conf/aaai/2026 db/conf/aaai/aaai2026.html#FeiDYXSBP26 Xuan Feng 0002 Bo An 0001 Tianlong Gu Liang Chang 0003 Fengrui Hao Peipeng Yu Shuai Zhao C2PO: Diagnosing and Disentangling Bias Shortcuts in LLMs. 24496-24515 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.1226/ conf/acl/2026f db/conf/acl/acl2026f.html#FengAGCHYZ26

Peipeng Yu Jinfeng Xie Chengfu Ou Xiaoyu Zhou Jianwei Fei Yunshu Dai Zhihua Xia Chip-Hong Chang High-Fidelity Face Content Recovery via Tamper-Resilient Versatile Watermarking. 2026 March abs/2603.23940 CoRR https://doi.org/10.48550/arXiv.2603.23940 db/journals/corr/corr2603.html#abs-2603-23940 streams/journals/corr

Zixuan Shen Zhihua Xia Kaikai Gan Peipeng Yu LBFTI: Layer-Based Facial Template Inversion for Identity-Preserving Fine-Grained Face Reconstruction. 2026 April abs/2604.18358 CoRR https://doi.org/10.48550/arXiv.2604.18358 db/journals/corr/corr2604.html#abs-2604-18358 streams/journals/corr

Jinfeng Xie Chengfu Ou Peipeng Yu Xiaoyu Zhou Dingding Huang Jianwei Fei Zixuan Shen Zhihua Xia Dual-Guard: Dual-Channel Latent Watermarking for Provenance and Tamper Localization in Diffusion Images. 2026 April abs/2604.19090 CoRR https://doi.org/10.48550/arXiv.2604.19090 db/journals/corr/corr2604.html#abs-2604-19090 streams/journals/corr

Junyan Luo Peipeng Yu Jianwei Fei Shiya Zeng Xiaoyu Zhou Zhihua Xia Xiang Liu 0020 ID-Eraser: Proactive Defense Against Face Swapping via Identity Perturbation. 2026 April abs/2604.21465 CoRR https://doi.org/10.48550/arXiv.2604.21465 db/journals/corr/corr2604.html#abs-2604-21465 streams/journals/corr

Xiaoyu Zhou Jianwei Fei Peipeng Yu Jingchang Xie Chong Cheng Zhihua Xia PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection. 2026 May abs/2605.21207 CoRR https://doi.org/10.48550/arXiv.2605.21207 db/journals/corr/corr2605.html#abs-2605-21207 streams/journals/corr

Peipeng Yu Jiahan Chen Xuan Feng 0002 Zhihua Xia CHEAT: A Large-Scale Dataset for Detecting CHatGPT-writtEn AbsTracts. 898-906 2025 June 11 IEEE Trans. Big Data 3 https://doi.org/10.1109/TBDATA.2025.3536929 db/journals/tbd/tbd11.html#YuCFX25 streams/journals/tbd

Zhitao Huang Peipeng Yu Zhihua Xia Xi Yang Run Lu IdentityLock: An Identity-aware Backdoor strategy for Face Swapping Defense. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890392 conf/icassp/2025 db/conf/icassp/icassp2025.html#HuangYXYL25 Jianwei Fei Yunshu Dai Peipeng Yu Zhe Kong Jiantao Zhou Zhihua Xia Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models. 2025 ICCV 15025-15034 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.01394 db/conf/iccv/iccv2025.html#FeiDYKZX25 streams/conf/iccv Peipeng Yu Jianwei Fei Hui Gao Xuan Feng 0002 Zhihua Xia Chip-Hong Chang Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection. 2025 ICML https://proceedings.mlr.press/v267/yu25d.html https://openreview.net/forum?id=vDB2oX3Wl3 conf/icml/2025 db/conf/icml/icml2025.html#YuFG0XC25 Lizhi Xiong Peipeng Yu Yue Wu MADPHash: Manipulation-Aware Deep Perceptual Hashing using Feature Consistency. 8038-8047 2025 ACM Multimedia https://doi.org/10.1145/3746027.3755264 conf/mm/2025 db/conf/mm/mm2025.html#XiongYW25

Peipeng Yu Jianwei Fei Hui Gao Xuan Feng 0002 Zhihua Xia Chip-Hong Chang Unlocking the Capabilities of Vision-Language Models for Generalizable and Explainable Deepfake Detection. 2025 March abs/2503.14853 CoRR https://doi.org/10.48550/arXiv.2503.14853 db/journals/corr/corr2503.html#abs-2503-14853 streams/journals/corr

Tianxiang Zhang Peipeng Yu Zhihua Xia Longchen Dai Xiaoyu Zhou Hui Gao Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection. 2025 November abs/2511.12107 CoRR https://doi.org/10.48550/arXiv.2511.12107 db/journals/corr/corr2511.html#abs-2511-12107 streams/journals/corr

Longchen Dai Zixuan Shen Zhiheng Zhou Peipeng Yu Zhihua Xia CLIP-FTI: Fine-Grained Face Template Inversion via CLIP-Driven Attribute Conditioning. 2025 December abs/2512.15433 CoRR https://doi.org/10.48550/arXiv.2512.15433 db/journals/corr/corr2512.html#abs-2512-15433 streams/journals/corr

Xuan Feng 0002 Bo An 0001 Tianlong Gu Liang Chang 0003 Fengrui Hao Peipeng Yu Shuai Zhao C2PO: Diagnosing and Disentangling Bias Shortcuts in LLMs. 2025 December abs/2512.23430 CoRR https://doi.org/10.48550/arXiv.2512.23430 db/journals/corr/corr2512.html#abs-2512-23430 streams/journals/corr

Tianbo Zhai Kaiyin Lu Jiajun Li Yukai Wang Wenjie Zhang Peipeng Yu Zhihua Xia Learning spatial-frequency interaction for generalizable deepfake detection. 4666-4679 2024 18 IET Image Process. 14 https://doi.org/10.1049/ipr2.13276 db/journals/iet-ipr/iet-ipr18.html#ZhaiLLWZYX24 streams/journals/iet-ipr

Yaju Liu Jianwei Fei Peipeng Yu Chengsheng Yuan Haopeng Liang Face forgery detection with cross-level attention. 233-246 2024 17 Int. J. Auton. Adapt. Commun. Syst. 3 https://doi.org/10.1504/IJAACS.2024.138148 db/journals/ijaacs/ijaacs17.html#LiuFYYL24

Peipeng Yu Hui Gao Zhitao Huang Zhihua Xia Chip-Hong Chang DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder. 2024 abs/2412.07260 CoRR https://doi.org/10.48550/arXiv.2412.07260 db/journals/corr/corr2412.html#abs-2412-07260 streams/journals/corr

Yue Wu Peipeng Yu Chengsheng Yuan A survey on neural network-based image data hiding for secure communication. 476-493 2023 16 Int. J. Auton. Adapt. Commun. Syst. 5 https://doi.org/10.1504/IJAACS.2023.134095 db/journals/ijaacs/ijaacs16.html#WuYY23

Lizhi Xiong Yue Wu Peipeng Yu Yuhui Zheng A black-box reversible adversarial example for authorizable recognition to shared images. 109549 2023 August 140 Pattern Recognit. https://doi.org/10.1016/j.patcog.2023.109549 db/journals/pr/pr140.html#XiongWYZ23

Peipeng Yu Jian Tang 0009 Zhihua Xia Zhetao Li Jian Weng 0001 A Privacy-Preserving JPEG Image Retrieval Scheme Using the Local Markov Feature and Bag-of-Words Model in Cloud Computing. 2885-2896 2023 July - September 11 IEEE Trans. Cloud Comput. 3 https://doi.org/10.1109/TCC.2022.3233421 db/journals/tcc/tcc11.html#YuTXLW23

Xiang Liu 0020 Xueli Zhao Zhihua Xia Qian Feng Peipeng Yu Jian Weng 0001 Secure Outsourced SIFT: Accurate and Efficient Privacy-Preserving Image SIFT Feature Extraction. 4635-4648 2023 32 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2023.3295741 db/journals/tip/tip32.html#LiuZXFYW23

Peipeng Yu Jiahan Chen Xuan Feng 0002 Zhihua Xia CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts. 2023 abs/2304.12008 CoRR https://doi.org/10.48550/arXiv.2304.12008 db/journals/corr/corr2304.html#abs-2304-12008

Chengsheng Yuan 0002 Peipeng Yu Zhihua Xia Xingming Sun Q. M. Jonathan Wu FLD-SRC: Fingerprint Liveness Detection for AFIS Based on Spatial Ridges Continuity. 817-827 2022 16 IEEE J. Sel. Top. Signal Process. 4 https://doi.org/10.1109/JSTSP.2022.3174655 db/journals/jstsp/jstsp16.html#YuanYXSW22

Peipeng Yu Jianwei Fei Zhihua Xia Zhili Zhou 0001 Jian Weng 0001 Improving Generalization by Commonality Learning in Face Forgery Detection. 547-558 2022 17 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2022.3146781 db/journals/tifs/tifs17.html#YuFXZW22

Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng 0001 Learning Second Order Local Anomaly for General Face Forgery Detection. 20238-20248 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01963 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#FeiDYSX022

Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng 0001 Learning Second Order Local Anomaly for General Face Forgery Detection. 2022 abs/2209.15490 CoRR https://doi.org/10.48550/arXiv.2209.15490 db/journals/corr/corr2209.html#abs-2209-15490

Peipeng Yu Zhihua Xia Jianwei Fei Yujiang Lu A Survey on Deepfake Video Detection. 607-624 2021 10 IET Biom. 6 https://doi.org/10.1049/bme2.12031 db/journals/iet-bmt/iet-bmt10.html#YuXFL21

Jianwei Fei Zhihua Xia Peipeng Yu Fengjun Xiao Exposing AI-generated videos with motion magnification. 30789-30802 2021 80 Multim. Tools Appl. 20 https://doi.org/10.1007/s11042-020-09147-3 db/journals/mta/mta80.html#FeiXYX21

Zixuan Shen Zhihua Xia Peipeng Yu PLDP: Personalized Local Differential Privacy for Multidimensional Data Aggregation. 6684179:1-6684179:13 2021 2021 Secur. Commun. Networks https://doi.org/10.1155/2021/6684179 https://www.wikidata.org/entity/Q114974819 db/journals/scn/scn2021.html#ShenXY21

Jianwei Fei Zhihua Xia Peipeng Yu Fengjun Xiao Adversarial attacks on fingerprint liveness detection. 1 2020 2020 EURASIP J. Image Video Process. 1 https://doi.org/10.1186/s13640-020-0490-z db/journals/ejivp/ejivp2020.html#FeiXYX20

Chengsheng Yuan 0001 Xianyi Chen Peipeng Yu Ruohan Meng Weijin Cheng Q. M. Jonathan Wu Xingming Sun Semi-supervised stacked autoencoder-based deep hierarchical semantic feature for real-time fingerprint liveness detection. 55-71 2020 17 J. Real Time Image Process. 1 https://doi.org/10.1007/s11554-019-00928-0 db/journals/jrtip/jrtip17.html#YuanCYMCWS20

Bo An 0001 Daniele Baracchi Chip-Hong Chang Liang Chang 0003 Jiahan Chen Xianyi Chen Chong Cheng Weijin Cheng Longchen Dai Yunshu Dai Jianwei Fei Qian Feng Xuan Feng 0002 Kaikai Gan Hui Gao Tianlong Gu Fengrui Hao Dingding Huang Zhitao Huang Xiaoyan Jiang Zhe Kong Jiajun Li Zhetao Li Haopeng Liang Xiang Liu 0020 Yaju Liu Kaiyin Lu Run Lu Yujiang Lu Junyan Luo Ruohan Meng Chengfu Ou Alessandro Piva Tianrun Shen Zixuan Shen Dasara Shullani Xingming Sun Jian Tang 0009 Yukai Wang Jian Weng 0001 Q. M. Jonathan Wu Yue Wu Zhihua Xia Fengjun Xiao Jinfeng Xie Jingchang Xie Lizhi Xiong Xi Yang Chengsheng Yuan Chengsheng Yuan 0001 Chengsheng Yuan 0002 Shiya Zeng Tianbo Zhai Tianxiang Zhang Wenjie Zhang Shuai Zhao Xueli Zhao Yuhui Zheng Jiantao Zhou Xiaoyu Zhou Zhiheng Zhou Zhili Zhou 0001