Deepfake Detection System using CNNs to classify real vs fake media. It applies preprocessing, face detection, and deep learning for accurate prediction. Built with Python, TensorFlow/PyTorch, and OpenCV, it helps in cybersecurity, fake news detection, and digital content verification.