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Deepfakes are manipulated or AI-generated images and videos that appear authentic but are not. A decade ago, detecting deepfakes was relatively straightforward due to the limitations of the technology. However, recent advancements in AI, machine learning, and deep learning have made deepfakes nearly undetectable. Although this technology is often used for entertainment, it is increasingly being used for malicious purposes. The widespread availability of AI tools has further facilitated the creation of convincing deepfakes by fraudsters. Given that people tend to trust what they see and hear, they are particularly susceptible to the influence of realistic deepfakes.

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Recognizing Manipulated Images Using Deep Learning in Flask

  • 会议论文

  • 发表日期：

    2026年

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  • Ram Joshi,
  • Rutuja Khedkar,
  • Prema Sahane,
  • Shantanu Totewad,
  • Nikhil Tarate,
  • Prajodeep Patil,
  • Kedarnath Zunjare

摘要

Deepfakes are manipulated or AI-generated images and videos that appear authentic but are not. A decade ago, detecting deepfakes was relatively straightforward due to the limitations of the technology. However, recent advancements in AI, machine learning, and deep learning have made deepfakes nearly undetectable. Although this technology is often used for entertainment, it is increasingly being used for malicious purposes. The widespread availability of AI tools has further facilitated the creation of convincing deepfakes by fraudsters. Given that people tend to trust what they see and hear, they are particularly susceptible to the influence of realistic deepfakes.