Familiarity Exploitation

Familiarity exploitation is when scammers use known details—names, roles, relationship cues, or writing style—to trigger automatic trust. AI makes familiarity exploitation easier by generating personalized messages at scale. The presence of real details does not prove legitimacy. SAF recommends verifying actions that involve money, access, or sensitive information, even when a message feels familiar.