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BelieVid uses cutting-edge AI and ML technologies to differentiate real material from fakes, addressing the problems of deepfakes and manipulated images in the digital age. It uses deep learning algorithms like EfficientNetB4 and ResNet50 for tasks like deepfake detection and Photoshop tampering recognition, and it is available through online and mobile apps. BelieVid improves forensic analysis quickly and precisely with capabilities like JPEG ghost identification and error-level analysis. Its purpose, approach, and efficacy in assisting with digital content verification and guaranteeing integrity in the digital environment are described in this study.

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Beyond the Facade: AI and ML Innovations for Digital Content Authentication

  • 会议论文

  • 发表日期：

    2025年

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  • B. J. Sowmya,
  • Sini Anna Alex,
  • H. M. Navneet,
  • Shriya Srinivas,
  • Tavishi S. Shetty

摘要

BelieVid uses cutting-edge AI and ML technologies to differentiate real material from fakes, addressing the problems of deepfakes and manipulated images in the digital age. It uses deep learning algorithms like EfficientNetB4 and ResNet50 for tasks like deepfake detection and Photoshop tampering recognition, and it is available through online and mobile apps. BelieVid improves forensic analysis quickly and precisely with capabilities like JPEG ghost identification and error-level analysis. Its purpose, approach, and efficacy in assisting with digital content verification and guaranteeing integrity in the digital environment are described in this study.