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Large Language ModelsAI Safety & AlignmentVentureBeat AIPublished: Jul 24, 2026, 04:01 JST

Multi-turn AI attacks beat defenses 88% of the time, Cisco finds

Cisco tested 6,986 multi-turn attacks (where attackers adapt their strategy across multiple conversation turns) against 15 flagship AI models and found attackers succeeded 88.3% of the time. Single-turn red-teaming—the current industry standard—missed these breakthroughs, Cisco's head of AI threat intelligence Amy Chang warned at VB Transform 2026.

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