3+ hour, 8+ min ago  (111+ words) The project focuses on the general privacy problem underlying responsive AI: how do we know whether a representation still leaks identity? Without strong adversarial testing, privacy-preserving AI remains too easily reduced to reassuring language. This Ph D will replace hand-waving…...