TRM Labs reported that deepfake scam losses in 2026 have already exceeded the 2025 total by 263%. Rather than breaking into wallets directly, AI-driven impersonation now targets recovery, signing and payment decisions, persuading victims to authorise transfers themselves and so bypassing the protections that secure accounts.