Rising availability of sophisticated generative artificial intelligence tools makes creating convincing fake video and audio media increasingly effortless. Security experts who develop deepfake verification frameworks build digital defense barriers to safeguard public trust, news media integrity, and democratic processes. Synthetic media manipulation threatens political stability, corporate reputations, and individual privacy by spreading highly believable misinformation […]