Generative AI has transformed return fraud from opportunistic abuse into industrial-scale infrastructure. AI-fabricated damage photos, synthetic receipts, and deepfake voice bots are now live attack vectors costing U.S. marketplaces an estimated $76.5 billion annually — with AI-driven fraud growing over 1,200% in 2025 alone. This panel breaks down how first-person fraud is being engineered, where platform defenses are failing, and what a realistic detection stack actually looks like. Attendees will leave with a clear-eyed view of the threat landscape, a framework for auditing their own exposure, and concrete countermeasures — from image forensics to behavioral analytics — that can be operationalized immediately.

Generative AI has transformed return fraud from opportunistic abuse into industrial-scale infrastructure. AI-fabricated damage photos, synthetic receipts, and deepfake voice bots are now live attack vectors costing U.S. marketplaces an estimated $76.5 billion annually — with AI-driven fraud growing over 1,200% in 2025 alone. This panel breaks down how first-person fraud is being engineered, where platform defenses are failing, and what a realistic detection stack actually looks like. Attendees will leave with a clear-eyed view of the threat landscape, a framework for auditing their own exposure, and concrete countermeasures — from image forensics to behavioral analytics — that can be operationalized immediately.

Generative AI has transformed return fraud from opportunistic abuse into industrial-scale infrastructure. AI-fabricated damage photos, synthetic receipts, and deepfake voice bots are now live attack vectors costing U.S. marketplaces an estimated $76.5 billion annually — with AI-driven fraud growing over 1,200% in 2025 alone. This panel breaks down how first-person fraud is being engineered, where platform defenses are failing, and what a realistic detection stack actually looks like. Attendees will leave with a clear-eyed view of the threat landscape, a framework for auditing their own exposure, and concrete countermeasures — from image forensics to behavioral analytics — that can be operationalized immediately.

Generative AI has transformed return fraud from opportunistic abuse into industrial-scale infrastructure. AI-fabricated damage photos, synthetic receipts, and deepfake voice bots are now live attack vectors costing U.S. marketplaces an estimated $76.5 billion annually — with AI-driven fraud growing over 1,200% in 2025 alone. This panel breaks down how first-person fraud is being engineered, where platform defenses are failing, and what a realistic detection stack actually looks like. Attendees will leave with a clear-eyed view of the threat landscape, a framework for auditing their own exposure, and concrete countermeasures — from image forensics to behavioral analytics — that can be operationalized immediately.

Generative AI has transformed return fraud from opportunistic abuse into industrial-scale infrastructure. AI-fabricated damage photos, synthetic receipts, and deepfake voice bots are now live attack vectors costing U.S. marketplaces an estimated $76.5 billion annually — with AI-driven fraud growing over 1,200% in 2025 alone. This panel breaks down how first-person fraud is being engineered, where platform defenses are failing, and what a realistic detection stack actually looks like. Attendees will leave with a clear-eyed view of the threat landscape, a framework for auditing their own exposure, and concrete countermeasures — from image forensics to behavioral analytics — that can be operationalized immediately.