Xin Cheng

According to our database, Xin Cheng authored at least 11 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Re-Cropping Framework: A Grid Recovery Method for Quantization Step Estimation in Non-Aligned Recompressed Images.

Xin Cheng, Hao Wang, Xiangyang Luo, Qingxiao Guan, Bin Ma, Jinwei Wang

IEEE Trans. Circuits Syst. Video Technol., April, 2026

Rethinking Cross-Table Quantization Step Estimation: From Global and Local Perspectives.

Xin Cheng, Hao Wang, Xiangyang Luo, Bin Ma, Baowei Wang, Bin Li, Jinwei Wang

IEEE Trans. Inf. Forensics Secur., 2026

Anti-forensic for quantization steps estimation based on direct and preemptive adversarial attacks.

Jiawei Zhang, Mengjie Wang, Hao Wu, Xin Cheng, Xiangyang Luo, Bin Ma, Hao Wang, Jinwei Wang

Eng. Appl. Artif. Intell., 2026

A survey on JPEG image forensics: Exploring key advances and persistent challenges in compression and quantization analysis.

Hao Wang, Xin Cheng, Jiawei Zhang, Hao Wu, Xue Xie, Xiangyang Luo, Bin Ma, Jinwei Wang

Comput. Secur., 2026

MSFFNet: Multiscale Feature Fusion Network for Small Target Detection in Remote Sensing Images.

Hui Zong, Chenbin Wang, Hao Wang, Xin Cheng, Shangbing Gao, Yunyang Yan

CAAI Trans. Intell. Technol., 2026

2025

Defense Against Adversarial Faces at the Source: Strengthened Faces Based on Hidden Disturbances.

Shuangliang Li, Jinwei Wang, Hao Wu, Jiawei Zhang, Xin Cheng, Xiangyang Luo, Bin Ma

IEEE Trans. Artif. Intell., July, 2025

A GAN-based anti-forensics method by modifying the quantization table in JPEG header file.

Hao Wang, Xin Cheng, Hao Wu, Xiangyang Luo, Bin Ma, Hui Zong, Jiawei Zhang, Jinwei Wang

J. Vis. Commun. Image Represent., 2025

LDSGAN: Unsupervised Image-to-Image Translation With Long-Domain Search GAN for Generating High-Quality Anime Images.

Hao Wang, Chenbin Wang, Xin Cheng, Hao Wu, Jiawei Zhang, Jinwei Wang, Xiangyang Luo, Bin Ma

Int. J. Intell. Syst., 2025

Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability.

Renpu Liu, Hao Wu, Jiawei Zhang, Xin Cheng, Xiangyang Luo, Bin Ma, Jinwei Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Quantization Step Estimation of Color Images Based on Res2Net-C With Frequency Clustering Prior Knowledge.

Xin Cheng, Jinwei Wang, Hao Wang, Xiangyang Luo, Bin Ma

IEEE Trans. Circuits Syst. Video Technol., January, 2024

Advancing Quantization Steps Estimation: A Two-Stream Network Approach for Enhancing Robustness.

Xin Cheng, Hao Wang, Jinwei Wang, Xiangyang Luo, Bin Ma

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024