Deepfake Forensics: Detection and Analysis
Rajeshwari Pradhan, Monika Devi, Inderdeep Kaur, Harsh Mogha, Shivpratap Singh · 2025
The term "deepfake" describes the production of incredibly lifelike and frequently misleading media, including photos or videos, that change material using sophisticated algorithms and artificial intelligence. Because deep fake technology can be used maliciously for things like disseminating false information, assuming identities, or damaging reputations, it poses serious risks to people’s and organisations’ confidence, security, and privacy. Consequently, there is a need for efficient and successful techniques as well as instruments to identify and lessen the effects of deepfake media. We offer software for the deep fake analyser and detector in this study. This method uses GenAI, natural language processing and cutting-edge machine learning algorithms to detect and reveal deepfake media. We exhibit its excellent robustness, speed, and precision. We also talk about the limitations and possible uses of our system, along with the moral and societal implications of deepfake technology. This software is a useful tool to protect against the malicious use of modified content, especially as deepfake risks keep growing.