Vigilance AI: A Transformer-Based Framework for Detecting AI-Generated Images

The rapid advancement of generative artificial intelligence has made it possible to generate synthetic images that look really real, and it's getting harder to tell the difference with normal photographs. Because of that there are worries about misinformation, digital forgery, copyright infringement, and also how easily altered visual content moves around online. In order to meet this problem, this paper introduces Vigilance AI, which is a transformer based web app created to spot AI generated images with strong reliability. The whole system combines a pre-trained Hugging Face image classification model with a FastAPI backend.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23883655
Primary Topic
Digital Media Forensic Detection
Type
article
Field-Weighted Citation Impact
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article

Vigilance AI: A Transformer-Based Framework for Detecting AI-Generated Images

K. Sundara Velrani, Pusarla Hasini, Roopini J, Manisha S et al.
2 links
Zenodo (CERN European Organization for Nuclear Research)
Digital Media Forensic Detection
article

Vigilance AI: A Transformer-Based Framework for Detecting AI-Generated Images

K. Sundara Velrani, Pusarla Hasini, Roopini J, Manisha S, S. P. Shivani, Snowlin Jenita M
article en

Abstract

The rapid advancement of generative artificial intelligence has made it possible to generate synthetic images that look really real, and it's getting harder to tell the difference with normal photographs. Because of that there are worries about misinformation, digital forgery, copyright infringement, and also how easily altered visual content moves around online. In order to meet this problem, this paper introduces Vigilance AI, which is a transformer based web app created to spot AI generated images with strong reliability. The whole system combines a pre-trained Hugging Face image classification model with a FastAPI backend.

Zenodo (CERN European Organization for Nuclear Research)
Sathyabama Institute of Science and Technology (IN)
Openalex Percentile: Top 20%
Digital Media Forensic Detection
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