How can a collector or dealer proactively protect themselves from being deepfaked in a future fraud?
No technical measure can make deepfaking impossible — but several practical and legal tools significantly reduce the risk of successful deepfake fraud using a collector's identity and make deepfakes easier to identify and take down when they occur. The toolkit combines: a published authenticated digital baseline (so any deepfake can be compared against the real person's known communication style and channels); digital content watermarking (making authentic content traceable); a periodic genuine statement video (establishing what a real endorsement from this person looks like); and a legal documentation baseline (establishing the date from which the real person's authentic content predates any fabrication).
The authenticated digital baseline — the foundation
Every collector or dealer who is publicly known should maintain a consistent, clearly authenticated digital presence. This means: using the same verified handles across platforms (verified Instagram, YouTube, Facebook pages with the blue checkmark where available); publishing a consistent profile photograph and name format; and regularly publishing content that establishes the person's authentic communication style, vocabulary, and visual presentation. When a deepfake emerges, the community can compare it against the established baseline — inconsistencies become visible to experienced viewers.
Periodic genuine statement videos — the authentication mechanism
A simple and powerful protection: periodically publish a genuine, date-stamped video in which the collector or dealer clearly states: 'I am [name]. Today's date is [date]. I want to confirm that any endorsement or certification video from me will be published on my verified [platform] account only — never shared anonymously on WhatsApp. If you receive any video of me endorsing a specific note for sale without seeing it on my verified channel first, it is not from me.' This dated authentic video becomes the reference standard. Any deepfake that appears later is compared against this baseline — if the video was never published on the verified channel, it is immediately identified as fake by anyone who follows the real account.
Digital watermarking of authentic content
Content creators can embed invisible or visible digital watermarks in their authentic video content. Invisible watermarks (steganographic marks embedded in the video's digital signal) persist through most re-encoding and can be detected by forensic tools. Visible watermarks (on-screen text or logo marks) make re-use without tampering obvious. For numismatic content creators who publish valuation or authentication videos, watermarking ensures that any authentic content has a traceable origin, while unmarked deepfake content lacks this trail.
Legal baseline — timestamp your disclaimer
Publish and timestamp a clear disclaimer: 'I do not authenticate notes for sale through private WhatsApp messages. I do not issue personal valuation certificates. Any video of me endorsing a specific note for purchase outside my verified YouTube/Instagram channel is not from me.' This timestamped disclaimer predates any future deepfake, establishing that the real person publicly disclaimed such endorsements before the fake was created. It makes the deepfake's falsity provable from the moment of its creation.
Laws & authorities referenced in this chapter
IT (Intermediary Guidelines) Rules 2021 — platform verification features: basis for verified account baseline
Copyright Act 1957 — authentic video content is copyright-protected from creation; watermarking supports copyright claim
BNS 2023 — §340 (forgery: timestamped disclaimer establishes that any deepfake postdating the disclaimer is a forged misrepresentation)
IT Act 2000 — §66E (privacy: authentic baseline establishes what genuine consent for image use looks like)
Proactive deepfake protection toolkit: (1) Authenticated digital baseline — consistent verified handles across platforms; (2) Periodic genuine statement videos — dated, published on verified channel; any deepfake not on verified channel = immediately identified as fake; (3) Digital watermarking — invisible marks in authentic content; (4) Published and timestamped disclaimer — predates any future deepfake; makes falsity provable from creation. None of these prevents creation of a deepfake. All of them make deepfakes detectable faster and easier to take down.
This is educational content, not legal advice. For a specific situation, please consult a qualified legal professional. Excerpted from Currency, Coins & The Law by Mayank Agarwal, Part 38: Deepfakes, Voice Clones & AI Fraud — Deepfake Video, AI Text Endorsements, Voice Cloning, Platform Liability, Digital Evidence, Injunctions, Trademark Protection, Community Anti-Fraud Protocol.