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    • Dual learning paradigms for AI-generated image detection and forensics: a survey

    • Vol. 31, Issue 10, Pages: 3523-3544(2026)   

      Received:18 December 2025,

      Revised:2026-01-21,

      Accepted:27 January 2026,

      Published:16 October 2026

    • DOI: 10.11834/jig.250624     

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  • Li Jiaye, Zhang Minqing, Huang Siyuan, Feng Pei, Liu Lang. 2026. Dual learning paradigms for AI-generated image detection and forensics: a survey. Journal of Image and Graphics, 31(10):3523-3544 DOI: 10.11834/jig.250624.
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相关作者

Li JiaYe 武警工程大学密码工程学院;武警工程大学重点实验室
Zhang MinQing 武警工程大学密码工程学院;武警工程大学重点实验室
Huang SiYuan 武警工程大学密码工程学院;武警工程大学重点实验室
Feng Pei 武警工程大学装备管理与保障学院
Liu Lang 武警工程大学密码工程学院;武警工程大学重点实验室
Guo Tianli 中国人民公安大学侦查学院
Li Jisong 中国人民公安大学侦查学院
Tang Yunqi 中国人民公安大学侦查学院

相关机构

Key laboratory of CTC&IE (Engineering University of PAP), Ministry of Education
武警工程大学装备管理与保障学院
School of Criminal Investigation, People’s Public Security University of China
School of Computer Science and Engineering, Xi’an University of Technology
Shaanxi Key Laboratory for Network Computing and Security Technology
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