AI-assisted social engineering has eliminated the imperfection signals that detection tooling was built to find. The residual signal lives in behavior, not content. The vendors built for content scanning cannot pivot, and the gap is where the next significant security company gets built.
AI-fabricated email threads now bypass traditional security controls entirely by exploiting workplace authority dynamics and psychological familiarity, eliminating malicious indicators while weaponizing legitimate communication patterns.
Pirated streaming platforms weaponize user impatience through layered deception, fake CAPTCHAs, disguised malware installers, and obfuscated command execution, turning entertainment shortcuts into persistent device compromise.
Scam-Yourself attacks manipulate users into triggering their own compromise through familiar interfaces and psychological triggers, making the victim an unwitting accomplice in their own breach.
Security