Fake Profile Detection In Social Media Using ANN

• Developed a fake profile detection system for online social networks using Artificial Neural Networks (ANN) with TensorFlow and Keras libraries.
• Designed a Graphical User Interface (GUI) using the Tkinter library to enable user-friendly interaction with the model and its functionalities.
• Preprocessed the dataset with the help of NumPy and Pandas libraries to perform normalization and feature scaling.
• Trained a deep learning model using TensorFlow's Adam optimizer and softmax activation function. The model achieved an accuracy of 98.3%
• Visualized the performance of the model by plotting the accuracy and loss graphs using the Matplotlib library.