Several approaches can be implemented:  (i). Watermarking or fingerprinting techniques: Embedding traceable elements in generated content to identify the source and detect manipulations.  (ii). Deepfake detection models: Developing AI models specifically trained to identify and flag deepfake content with high accuracy.  (iii). Regulation and ethical frameworks: Implementing clear guidelines and regulations governing the development and use of generative AI, particularly for sensitive applications.