Deepfake Detection on Social Media: Leveraging Deep Learning and FastText Embeddings for Identifying Machine-Generated Tweets

Deepfake Detection on Social Media: Leveraging Deep Learning and FastText Embeddings for Identifying Machine-Generated Tweets

Recent advancements in natural language production provide an additional tool to manipulate public opinion on social media. Furthermore, advancements in language modelling have significantly strengthened the generative capabilities of deep neural models, empowering them with enhanced skills for cont...

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Bibliographic Details
Main Authors: Saima Sadiq, Turki Aljrees, Saleem Ullah
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Text classification
machine learning
deep learning
deepfake
machine generated text
Online Access:https://ieeexplore.ieee.org/document/10229120/

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