Tanfeng Sun
Professor
Works on media content security, including AIGC generation and detection, forensics and multimodal model security.
Tanfeng Sun's lab at SJTU works on recognition, detection & segmentation, vision-language & multimodal and multimodal & grounded language. 42 papers since 2023, 1 at top venues, mostly Neurocomputing and Expert Systems with Applications. Applications close .
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 2%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 13 papers2026 · T1 0 · collecting
- 12 papers2025 · T1 0
- 11 papers2024 · T1 1
- 6 papers2023 · T1 0
T1 venuesOtherVenues: Neurocomputing, Expert Systems with Applications, ACM MM, ICASSP
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation24 papers
- Vision-language & multimodal1 paper
- Multimodal & grounded language1 paper
- security0 papers
- content security0 papers
Paper list
From DBLP.
202613 papers
- IEEE Trans. Circuits Syst. Video Technol.Adaptive Learning With Augmentation Robustness Validation: Toward Generalizable Face Forgery Detection (opens in a new tab)
- ACM Comput. Surv.Advancements in AI-Generated Content Forensics: A Systematic Literature Review (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.ASGA: Attention-Based Sparse Global Attack to Video Action Recognition (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Frame-Wise Detection of Fake Bitrate VVC Videos Based on Hierarchical Feature Mapping in Coding Domain (opens in a new tab)
- Expert Systems with ApplicationsINN-RAE: Reversible adversarial examples based on invertible neural networks for facial protection (opens in a new tab)
- IEEE Trans. Inf. Forensics Secur.MF2DA: Multi-Level Feature Fusion for Robust Detection and Attribution of Universal AI-Generated Images (opens in a new tab)
- NeurocomputingNormalization-consistent data curation for generalizable deepfake detection (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.PSO-Based Closed Box Adversarial Patch Attack Against Face Recognition (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.ResTNet: A ResNet-Transformer Network With Recompression Maps for Exposing Fake Bitrate Videos (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Robust AI-Generated Video Detection via Color-Agnostic Contrastive Curriculum Learning With Color-Aware Feature Modulation (opens in a new tab)
- IEEE Trans. Inf. Forensics Secur.SRAP: Robust and Transferable Self-Reversible Adversarial Patch for Image Privacy Protection (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.Toward Resisting Black-Box Attacks: A Robust Coverless Image Steganography Based on Hierarchical CID and Dual SIFT (opens in a new tab)
202512 papers
- NeurocomputingA review of double compression detection for digital multimedia (opens in a new tab)
- IEEE Trans. Multim.A Robust Coverless Video Steganography Based on Two-Level DCT Features Against Video Attacks (opens in a new tab)
- NeurocomputingDetection of fake bitrate videos based on high-frequency and deblocking filtering difference map features (opens in a new tab)
- IEEE Trans. Multim.Detection of HEVC Double Compression Based on Deep Representations of In-Loop Filtering and CU Depth Maps (opens in a new tab)
- NeurocomputingDetection of video transcoding from AVC to HEVC based on Intra Prediction Feature Maps (opens in a new tab)
- ACM MMExDA: Towards Universal Detection and Plug-and-Play Attribution of AI-Generated Ex-Regulatory Images (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Feature-Aware Transferable Adversarial Attacks on Visual Object Tracking (opens in a new tab)
- IEEE Trans. Inf. Forensics Secur.HEVC Video Adversarial Samples Detection via Joint Features of Compression and Pixel Domains (opens in a new tab)
- CNMLLegal Core Element Recognition Based on XLNet with Correlation Matrix (opens in a new tab)
- NeurocomputingMV-guided deformable convolution network for compressed video action recognition with P-frames (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.PLOVAD: Prompting Vision-Language Models for Open Vocabulary Video Anomaly Detection (opens in a new tab)
- IEEE Trans. Multim.Preemptive Defense Algorithm Based on Generalizable Black-Box Feedback Regulation Strategy Against Face-Swapping Deepfake Models (opens in a new tab)
202411 papers
- NeurocomputingA review of coverless steganography (opens in a new tab)
- Multim. Tools Appl.A robust coverless video steganography based on maximum DC coefficients against video attacks (opens in a new tab)
- IEEE Trans. Multim.A Robust Coverless Video Steganography Based on the Similarity of Inter-Frames (opens in a new tab)
- TrustComCompressed Video Action Recognition Based on Neural Video Compression (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Compressed Video Action Recognition With Dual-Stream and Dual-Modal Transformer (opens in a new tab)
- Inf. FusionDetecting Artificial Intelligence-Generated images via deep trace representations and interactive feature fusion (opens in a new tab)
- J. Vis. Commun. Image Represent.Detection of HEVC double compression based on boundary effect of TU and non-zero DCT coefficient distribution (opens in a new tab)
- ICASSP (T1)Learning Spatio-Temporal Relations with Multi-Scale Integrated Perception for Video Anomaly Detection (opens in a new tab)
- ICICLow-Quality Deepfake Video Detection Model Targeting Compression-Degraded Spatiotemporal Inconsistencies (opens in a new tab)
- Expert Systems with ApplicationsMDTL-NET: Computer-generated image detection based on multi-scale deep texture learning (opens in a new tab)
- TrustComSparse Silhouette Jump: Adversarial Attack Targeted at Binary Image for Gait Privacy Protection (opens in a new tab)
20236 papers
- IEEE Trans. Circuits Syst. Video Technol.A Robust Coverless Image Steganography Based on an End-to-End Hash Generation Model (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.Adaptive HEVC Steganography Based on Steganographic Compression Efficiency Degradation Model (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.An Anti-Steganalysis HEVC Video Steganography With High Performance Based on CNN and PU Partition Modes (opens in a new tab)
- Appl. Intell.Deformable graph convolutional transformer for skeleton-based action recognition (opens in a new tab)
- IEEE Trans. Multim.Multi-Channel HEVC Steganography by Minimizing IPM Steganographic Distortions (opens in a new tab)
- IEEE Trans. Inf. Forensics Secur.Transferable Black-Box Attack Against Face Recognition With Spatial Mutable Adversarial Patch (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
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- Fee
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Not yet confirmed for this intake.
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Data
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