Исследования, которые мы изучили

Для разработки приложения, изучаем передовые научные работы по антиплагиату, обработке видео и перцептивному хешированию. Уже изучили этот список:

  1. Analysis of Hand-Held Recaptured Video Detection Algorithm Exploiting Velocity Field
  2. AUTOMATIC DETECTION OF SPINAL DEFORMITY BASED ON STATISTICAL FEATURES FROM THE MOIRE TOPOGRAPHIC IMAGES
  3. An Authentication Method Using a Discrete Wavelet Transform for a Recaptured Video
  4. Recaptured image forensics based on normalized local ternary count histograms of residual maps
  5. Recaptured Image Forensics Based on Image Illumination and Texture Features
  6. A novel video forgery detection algorithm for blue screen compositing based on 3-stage foreground analysis and tracking
  7. GAN fingerprint for active detection/attribution of fake media
  8. Dual-Domain Multi-Model GAN Fingerprint Restoration for Compressed Fake Face Attribution
  9. Camera Fingerprint estimation with a Generative Adversarial Network (GAN)
  10. FDeblur-GAN: Fingerprint Deblurring using Generative Adversarial Network
  11. A Generative Adversarial Network (GAN) Fingerprint Approach Over LTE
  12. DeepRSSI: Generative Model for Fingerprint-Based Localization
  13. Observed fingerprint of global warming exposes model biases in regional climate attribution
  14. Attribution of Copyright for Generative Artificial Intelligence Creations
  15. Detection and attribution for land surface air temperature Warming in China based on a perfect model selection analysis of optimal fingerprint strategy
  16. Generative PAT Fingerprint Approach for Verification of the Scale-Up of Pharmaceutical Processes
  17. MorganGen: Generative modeling of SMILES using Morgan fingerprint features
  18. Generative Ai And Criminal Liability: Deepfake-Enabled Fraud And Attribution In 2026
  19. FSD-GAN: Generative Adversarial Training for Face Swap Detection via the Latent Noise Fingerprint
  20. A novel vision transformer-based approach to detect generative model fingerprint
  21. Synthesis of a Small Fingerprint Database through a Deep Generative Model for Indoor Localisation
  22. An Enhanced Generative Adversarial Network Model for Fingerprint Presentation Attack Detection
  23. Multi-pattern fingerprint method for detection and attribution of climate change
  24. Digital behavioral-fingerprint for user attribution in digital forensics: Are we there yet?
  25. Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training?
  26. Content-aware network data compression using joint memorization and clustering
  27. Cluster-Graph Fingerprinting: A Framework for Quantitative Analysis of Machine-Learned Interatomic Model Training and Simulation Data
  28. Quantization-Based Image Steganography without Data Hiding Position Memorization
  29. A memorization learning model for image retrieval
  30. The Unseen Layers of AI: An Exploration of Poor Data Provenance in Model Training
  31. Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models
  32. JPEG-scaling operation chain forensics: JPEG compression detection and scaling factor estimation
  33. The Forensicability of Operation Detection in Image Operation Chain
  34. Image Forensics Tool with Steganography Detection
  35. 37313 Future Directions in Image Forgery Detectionimage forgery detection
  36. Operator Chain Detection in Image Forensics Using a Two-Stream CNN
  37. Deepfake and Image Forgery Detection
  38. AI-Driven Image Forensics for Cybercrime Detection
  39. State of the Art Single Image Morphing Attack Detection Based on Image Forensics
  40. 1735 Methods of Image Authentication
  41. 11 Introduction to Deepfakesdeepfakes and Image Forgeriesimage forgeries
  42. 1474 Best Practices and Forensic Procedure
  43. Accurate Detection of Demosaicing Regularity for Digital Image Forensics
  44. A Deep Learning and Hybrid Optimization Framework for Digital Evidence Tamper Detection: Legal Reliability, Chain of Custody, and Cyber Forensics
  45. An Analysis of Image Edge Detection Techniques for Forensics Analysis
  46. Image Forgery Detection
  47. Towards multi-operation image anti-forensics with generative adversarial networks
  48. XceptionNet-based Digital Image Forensics with DFRWS Framework for Deepfake Detection
  49. An Overview of Digital Image Forensics: Image Morphing and Forgery Detection Algorithms
  50. Image Forensics Using Generalised Benford's Law for Improving Image Authentication Detection Rates in Semi-Fragile Watermarking
  51. A Methodological Review on Copy-Move Forgery Detection for Image Forensics
  52. A universal forensics approach based on steganographic models: image manipulation detection
  53. An approach based on object detection for image forensics
  54. A Comparison Study on Copy–Cover Image Forgery Detection
  55. Adaptive Bilateral Filtering Detection Using Frequency Residuals for Digital Image Forensics
  56. Hybrid image splicing detection: Integrating CLAHE, improved CNN, and SVM for digital image forensics
  57. A Survey of Authentic-Image Out-of-Context Mismatch Detection Cross-Modal Alignment, Decision Routes, and Evaluation Comparability
  58. Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation
  59. A Robust Image Forgery Detection and Localization Approach based on Context-Aware Attention Pooling and Convolutional Block Attention Module for Improved Detection Performance
  60. Evaluating Classical Deepfake Detection Paradigms on the DF40 Image Benchmark
  61. Out-of-Context Image-Text Pair Analysis Based Detection Using Self-Supervised Technique
  62. End-to-End Modeling for Speech Spoofing and Deepfake Detection
  63. End-to-end spectro-temporal graph attention networks for speaker verification anti-spoofing and speech deepfake detection
  64. Exploring WavLM back-ends for speech spoofing and deepfake detection
  65. Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection
  66. Multimodal Enterprise Authentication Resistant to AI-Based Identity Manipulation: Facial Anti-Spoofing and Multilingual Deepfake Speech Detection
  67. A Comprehensive Survey on Speech Spoofing and Deepfake Detection: Transformers and Large Language Models
  68. CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems
  69. Whispeak speech deepfake detection systems for the ASVspoof5 Challenge
  70. Enhancing spoofing detection in ASVspoof 5 Workshop 2024: fusion of WavLM-ResNet18-SA for optimal performance against speech deepfakes
  71. Beyond Accuracy: A Deployment-Oriented Benchmark of Deepfake Detection Models
  72. Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
  73. A novel hash based feature descriptors for content based image retrieval in large database
  74. Content Moderation Assistance Through Image Caption Generation
  75. Beyond Meme Templates: Limitations of Visual Similarity Measures in Meme Matching
  76. Delivery and transcoding for large scale live streaming systems
  77. Submacroblock motion compensation for fast down-scale transcoding of compressed video
  78. Transcoding vs. Scalability in Video Streaming for Heterogeneous Networks/Clients
  79. Transcoder Video Buffer and Hypothetical Reference Decoder
  80. Optimized Transcoding for Large Scale Adaptive Streaming Using Playback Statistics
  81. Transcoding live adaptive video streams at a massive scale in the cloud
  82. Digital Video Transcoding for Transmission and Storage
  83. Fast mode decision of downscaling video transcoding for H.264 streams
  84. Mobile Video Communications Based on Fast DVC to H.264 Transcoding
  85. Geo-popularity assisted optimized transcoding for large scale adaptive streaming
  86. From hybrid video coding to advances in video transcoding
  87. Error Resilient Video Transcoding Based on Layered Rate Distortion Optimization
  88. H.264/AVC Video Watermarking Algorithm Against Requantization Transcoding
  89. Video transcoding for fast forward/reverse video playback
  90. Real-time transcoding of MPEG-2 video bit streams
  91. Optimal transcoding of compressed video
  92. Toward Real-Time Detection of Forensic Watermarks to Combat Piracy by Live Streaming
  93. Indian Copyright Act and Live Streaming: a Critical Analysis
  94. TV Broadcast Piracy Through Illegal Live Streaming Applications: Challenges and Legal Protection for Copyright Holders
  95. Stream Shield: An Anti-Piracy Movie Streaming Android Application with Screen Recording Detection and Integrated Media Content Protection using Advance Encryption Standard (AES) Algorithm
  96. Copyright Works and Live Streaming: a Comparative Analysis of the Copyright Protection in US, EU and UK
  97. Piracy detection in online soccer streaming with video content inspection: an application to the Portuguese market
  98. Deepfake Torts: Emerging Tort Frameworks in U.S. Deepfake Regulation
  99. The concept of deepfake in Russian law, classification of deepfake and issues of their legal regulation
  100. CRIMINALIZATION POLICY OF DEEPFAKE IN INDONESIAN ELECTIONS
  101. Legal Frameworks for Combating Deepfake-Driven Fraud in Autonomous Systems
  102. Deepfake Crimes in India: Rethinking Cybercrime Regulation and Criminal Liability
  103. Online safety regulation of deepfake abuse: a case study on Australia’s eSafety Commissioner
  104. Deepfake Policy Brief
  105. Ethical AI governance, trust and deepfake regulation in the UAE’s media landscape
  106. Law Enforcement Against Deepfake Porn AI
  107. The Associated Challenges with the Legal Regulation of Deepfake "A comparative analytical legal study"
  108. Deepfake Privacy: Attitudes and Regulation
  109. Reasonable Approach of Deepfake Regulation
  110. Unmasking deception: deepfake regulation in the context of South African law, could a rethinking of performers’ protection rights be the answer?
  111. Legal Vacuum in Deepfake Regulation: A Comparative Analysis of Indonesia, Malaysia, and Singapore
  112. Deepfake technology: Criminal law implications
  113. Addressing Child Exploitation via Deepfake Technology: Evaluating Malaysia’s Legal Framework
  114. Enhancing Digital Security via E-Law Optimization and Deepfake Regulation: A Comparative Study of China
  115. Deepfake And Criminal Law
  116. Addressing Deepfake Technologies Through Detection and Regulation: A Systematic Survey
  117. Deepfake Regulation In The U.S. : Balancing Free Speech And Privacy Rights
  118. The Deepfake Challenge: Targeted AI Policy Solutions for States
  119. Deepfake y desinformación –¿Qué puede hacer el derecho frente a las noticias falsas creadas por deepfake?
  120. Governing deepfake realities: The truth immunity framework for telecommunications policy
  121. POLICY ON THE FORMULATION OF ARTIFICIAL INTELLIGENCE ACCOUNTABILITY FOR THE CREATION AND DISSEMINATION OF DEEPFAKE VIDEOS FROM A CRIMINAL LAW PERSPECTIVE IN INDONESIA
  122. Deepfake Laws in India: The Need for Legal Regulation in the AI Era
  123. Generative Artifice: Regulation of Deepfake Exploitation and Deception under the First Amendment
  124. India's Deepfake Dilemma: Navigating the New Frontier of AI Content Regulation
  125. When Technology Lies: Deepfake and Criminal Law in India
  126. Can GDPR and Copyright law stop deepfake? A comprehensive legal analysis of the deepfake phenomenon and liability for the deepfake in the polish legal system
  127. Prnet: A Progressive Regression Network for No-Reference User-Generated-Content (UGC) Video Quality Assessment
  128. Full-Reference Video Quality Assessment for User Generated Content Transcoding
  129. Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment
  130. No-reference video quality assessment for user generated content based on deep network and visual perception
  131. Scalable mobile quality assessment for User-generated Video
  132. Learning Spatiotemporal Interactions for User-Generated Video Quality Assessment
  133. Practical Video Quality Assessment Of User Generated Content
  134. Multiview Contrastive Learning for Completely Blind Video Quality Assessment of User Generated Content
  135. Full-Reference And No-Reference Quality Assessment For Compressed User-Generated Content Videos
  136. Spatio-temporal attention feature fusion: A video quality assessment method for User-Generated Content
  137. Completely Blind Quality Assessment of User Generated Video Content
  138. UGC-VIDEO: Perceptual Quality Assessment of User-Generated Videos
  139. Research on Audio-Visual Quality Assessment Dataset and Method for User-Generated Omnidirectional Video
  140. STVP: A Spatiotemporal Visual Perception Method for User-generated Content Video Quality Assessment
  141. Deep Blind Video Quality Assessment for User Generated Videos
  142. XGC-VQA: A Unified Video Quality Assessment Model for User, Professionally, and Occupationally-Generated Content
  143. Full-reference video quality assessment considering structural distortion and no-reference quality evaluation of MPEG video
  144. Frame importance and temporal memory effect-based fast video quality assessment for user-generated content
  145. User-Generated Video Quality Assessment: A Subjective and Objective Study
  146. Video Quality Assessment of User Generated Content: A Benchmark Study and a New Model
  147. No-reference image contrast quality assessment of new media video based on generated perceptual difference
  148. UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content
  149. Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives
  150. Toward accurate quality assessment of machine-generated infrared video using Fréchet Video Distance
  151. User-generated-video summarization using Sparse Modelling
  152. FineVQ: Fine-Grained User Generated Content Video Quality Assessment
  153. Multi-pooled Inception Features for No-reference Video Quality Assessment
  154. An improved model for no-reference image quality assessment and a no-reference video quality assessment model based on frame analysis
  155. Video quality assessment in video streaming services considering user preference for video content
  156. No-reference video quality assessment model based on artifact metrics for digital transmission applications
  157. Subjective Quality Assessment of User-Generated $360^{\circ}$ Videos
  158. Windowing into compressed video without re-encoding