Scammers Reportedly Used AI-Generated Images of Missing Dog Archer to Solicit Fraudulent Vet Payment from Deltona, Florida Family

Scammers reportedly used AI-generated images of Archer, a missing beagle mix in Deltona, Florida, on an operating table after owner Bill Cosens posted about the dog on social media. A caller allegedly claimed Archer had been hit by a vehicle and needed $2,800 in emergency surgery. Cosens grew suspicious after checking the supposed veterinary clinic address, sent no money, and Archer was later returned safely.

Risk classification

• Primary risk domain: 4 Malicious actors
• Primary risk subdomain: 4.3 Fraud, scams, and targeted manipulation

Scammers used AI image generation tools to create fake photos of a missing dog on an operating table to execute a targeted financial scam against the dog's owner.

Causal factors

• Entity: Human
• Intent: Intentional
• Timing: Post-deployment

The incident was initiated by human scammers who intentionally used post-deployment AI image generation tools to create deceptive images of a missing dog to extort money.

EU AI Act risk tier

• Risk tier: 3 Limited Risk

Risk Level 3. Limited Risk: The report describes the use of AI-generated content such as deepfakes, which falls under the category of AI systems that pose a moderate risk and require transparency obligations.

AI system and alleged parties

• AI system: AI tools
• AI purpose: Deepfake Image Generation; Image Retouching
• Behaviour type: Tool
• Alleged developer: Unknown image generator developers
• Alleged deployer: Unknown scammers
• Alleged harmed parties: People searching for missing pets, Epistemic integrity, Cosens family, Bill Cosens

Harm severity

Severity ratings are based on this scale.

Highest direct severity in any category: Minor. Severity is scored from Negligible to Catastrophic in each harm category, for harm the reports describe as caused directly or indirectly by the AI system.

• Physical: direct Negligible, indirect Negligible
• Infrastructure: direct Negligible, indirect Negligible
• Property: direct Negligible, indirect Negligible
• Financial: direct Negligible, indirect Negligible
• Environmental: direct Negligible, indirect Negligible
• Malicious content: direct Negligible, indirect Negligible
• Differential treatment: direct Negligible, indirect Negligible
• Civil rights: direct Negligible, indirect Negligible
• Democracy: direct Negligible, indirect Negligible
• Privacy: direct Negligible, indirect Negligible
• Psychological: direct Minor, indirect Negligible
• Epistemic: direct Negligible, indirect Negligible
• Child sexual exploitation and abuse: direct Negligible, indirect Negligible

Psychological

Reported: The report explicitly describes psychological distress and anxiety caused directly by the incident.

Directly caused: The scammer's call and fake photos of the injured dog caused Lytton Cosens and his family significant emotional distress, anxiety, and worry over the dog's survival.

People affected

• Occurrences reported: 1
• People reportedly harmed: 1
• People reportedly exposed: 1

Potential causes

Management

• Weak AI Platform Guardrails: AI developers failed to block generation of harmful or deceptive imagery.

Technology

• Accessible Image Editing AI: AI tools easily allow users to modify images with realistic fake injuries.
• Lack of Deepfake Detection: No accessible tools for users to verify if an image is AI-generated.

Data Inputs

• Public Social Media Photos: Scammers scraped public photos of the lost pet to train/feed the AI tool.

Human Factors

• Emotional Manipulation: Scammers exploited panic over a lost pet to bypass critical thinking.
• Initial Trust in AI Images: The victim initially believed the realistic AI-generated photo of the pet.

Process and Methods

• Image Scraping Techniques: Scammers easily harvested target images from public lost-and-found posts.

Regulatory Environment

• Lack of Generative AI Laws: Absence of strict regulations governing malicious use of image synthesis.

Information quality

• Classification confidence: High
• Reason for confidence: The reports provide clear, consistent details about the scam attempt, the methods used by the scammers, and the specific role of AI in generating the fake images. There are no major contradictions between the two sources.
• Ambiguities identified: The specific AI tool or platform used by the scammers is not identified.

A localized financial scam in Florida where perpetrators used AI-generated images of a missing dog to extort money from its owner. The incident represents a minor cybercrime trend with negligible implications for national security.

• Overall national security impact: Negligible
• Scope: Single nation
• Primary target: United States
• Alleged perpetrator: Unknown

Threat characteristics

• Imminence: Long-term. Represents an ongoing localized criminal trend rather than an immediate national security crisis.
• Autonomy: Human-controlled. AI image generation tools were directly operated by human scammers to manipulate specific photos.
• Novelty: Evolved capability. Represents an evolution of traditional pet recovery scams by incorporating generative AI image manipulation.

Impact by dimension

• Physical security: Negligible. No physical threat to critical infrastructure, human safety, or national security systems.
• Information security: Negligible. Localized financial scam targeting an individual; does not represent state-level information warfare or intelligence compromise.
• Sovereignty: Negligible. No impact on government decision-making, elections, sovereignty, or state authority.
• Economic security: Negligible. Minor attempted financial fraud of 2,800 dollars with no systemic impact on financial networks or strategic industries.
• Societal stability: Negligible. Individual-level emotional distress and fraud attempt; lacks the scale or systemic nature to threaten national societal stability or human rights.