Latest Research in Digital Media Forensic Detection

13 research papers · 2026 median publication year

Top Research Topics in Digital Media Forensic Detection

Highest-Cited Papers

  1. A Review of Secure and Privacy-Preserving Hand Gesture CAPTCHA Systems with Enhanced Liveness Detection
  2. Image forgery localization via guided noise and multi-scale feature aggregation
  3. Lightweight Generalized DeepFake Face Detection with WAVIE: Wavelet Augmented Vision Intermediate Embeddings
  4. Dual-domain self-supervised feature alignment via spectral–spatial representation learning for deepfake anomaly detection
  5. LAION-Mobile: Evaluating Deepfake Detectors On One Million Smartphone Photos
  6. A hybrid feature hashing approach with temporal validation for efficient forgery detection of frame duplication
  7. Multi-Dimensional Behavioral Signature Analysis for Video Bullet Comment Steganography Detection
  8. Identity-Driven Multimedia Forgery Detection via Reference Assistance (5 citations)
  9. Deepfake Detection via Frequency-Aware Vision Transformer and Bidirectional Cross-Attention Fusion with Post-Processing Robustness
  10. DBINDS: detection based on initial noise difference sequence from diffusion model inversion for AI-generated videos
  11. Primitive-Driven Compositional Forensic Visual Prompting for Open-World Face Anti-Spoofing
  12. Using wavelet domain fingerprints to improve source camera identification
  13. Using Wavelet Domain Fingerprints to Improve Source Camera Identification
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L3 Region - - 2026 Sep Q3

Digital Media Forensic Detection

13 papers

Top Topics (5)

Digital Media Forensic Detection6
Computer Vision and Pattern Recognition4
User Authentication and Security Systems1
Advanced Steganography and Watermarking Techniques1
Multimedia1

Top Publications (13)

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