An Agentic ENF Framework for Forensic Video Authentication Against Generative AI

arXiv:2610.22440 · cs.CR, cs.CV, cs.MM, eess.SP · Submitted 2026-10-15 · Read on arXiv

cs.CR, cs.CV, cs.MM, eess.SP

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: 12 pages, 17 figures, 4 tables. Submitted to IEEE Transactions on Information Forensics and Security. Code and data: https://github.com/RyanSolent95/enf-video-forensics

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Generative AI — 1× in this paper · explained in 2 episodes

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills
• Token Composition: A Graph Based on EVM Logs