Forensically preserve the deepfake evidence for spurned suitor deepfake on Tumblr

Why this matters for spurned suitor deepfake on Tumblr

• Obsessive romantic interest combined with the low technical barrier of modern AI tools creates a documented escalation path from social media monitoring to fabricated intimate content.
• Tumblr reblogs create persistent copies of content across hundreds of unrelated blogs. A single original post can have thousands of reblogs, each requiring a separate URL in the takedown notice.
• Revenge motivated deepfake distribution follows a documented escalation curve. The first 72 hours after creation typically determine whether the content reaches the wider re upload audience or stays contained to the original platform.
• Social platform distribution drives the majority of secondary discovery because account based interactions surface content to the victim's existing network within hours.
• Stalker pattern cases benefit from the breadth of conduct as evidence. Each contact attempt, each social media interaction, and the deepfake creation collectively support stalking statute prosecution. This is particularly relevant when the action you are pursuing is preserve the evidence, because first action in nearly every case. evidence preservation must precede platform notices, law enforcement reports, and any communication with the perpetrator.

How removal works

What to do, step by step

1. 01
   Forensically preserve every instance before any other action Capture full page screenshots with the URL bar visible, save the highest resolution copy of the obsession driven deepfakes available, and document any visible AI generator fingerprints including watermarks, edge blending artifacts, and skin texture inconsistencies. All communications from the perpetrator including unwanted advances, gifts, and attempts to contact you
2. 02
   Run a biometric scan to find every copy across platforms spurned suitor deepfake content distributed on Tumblr rarely stays there. ScanErase indexes 2.4 billion face embeddings across 200 plus platforms and identifies every current hosting location in a single scan, including mirror copies and AI generated variants.
3. 03
   Complete the forensic preservation record Captures and preserves all deepfake content in a forensically sound manner that supports both criminal prosecution and civil litigation. Evidence preservation must occur before any takedown action because removed content cannot always be recovered. For spurned suitor deepfake cases on Tumblr specifically, capture the platform unique identifiers including post id, account handle, and timestamp. Capture the original post URL, the original blog name, and as many reblog URLs as possible. Tumblr's reblog graph is queryable through its API which enables batched removal requests for known reblog chains.
4. 04
   File a supplemental stalking report referencing the deepfake escalation Active stalking combined with AI deepfake production satisfies the federal cyberstalking statute on its face. File a supplemental report with any prior investigating agency and notify the FBI Internet Crime Complaint Center within 24 hours.
5. 05
   Coordinate the Tumblr platform removal pipeline Tumblr accepts NCII reports through its content removal form and through its DMCA agent. The platform's 2018 adult content ban remains in effect, which means NCII reports also benefit from policy enforcement against any sexual content.
6. 06
   Notify Google and Bing for search deindexing Search engine deindexing runs in parallel to platform removal. Even after the original is removed, search engines retain cached thumbnails and snippets for weeks. File NCII removal requests with both Google and Bing alongside the platform notice.
7. 07
   File the complete evidence record for the legal track Federal Rules of Evidence 902 for self authenticating digital evidence provides the foundational legal basis for this action. Document every notice sent, every platform response, and every confirmation in a single evidence file. ScanErase produces this Verified Removal Package automatically as your case progresses.

The 48 hour statutory deadline

Legal context

• Federal Rules of Evidence 902 for self authenticating digital evidence
• State evidence preservation requirements for NCII criminal prosecutions
• Tumblr is owned by Automattic and has historically been responsive to NCII reports. The combination of the adult content ban policy and the TAKE IT DOWN Act gives multiple grounds for removal of any reblog chain.
• spurned suitor deepfake statutory basis: 18 USC 2261A federal cyberstalking statute, which covers the pattern of conduct in addition to any single act
• 47 USC 223a TAKE IT DOWN Act for the deepfake content removal