Multi-turn attack success rates run 2x to 10x higher than single-turn baselines across eight open-weight LLMs in an earlier evaluation.
Multi-turn attack success rates run 2x to 10x higher than single-turn baselines across eight open-weight LLMs in an earlier evaluation. — This cybersecurity statistic was published by Cisco in May 2026. It covers topics including Model Robustness, Adversarial Attacks, Open Models. The original data appears in Proprietary Problems: How Frontier Closed Models Collapse Under Iterative Pressure. For the full methodology and detailed findings, refer to the original report.
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What does this statistic say?
Multi-turn attack success rates run 2x to 10x higher than single-turn baselines across eight open-weight LLMs in an earlier evaluation. This data was published by Cisco and covers Model Robustness, Adversarial Attacks, Open Models.
Where does this data come from?
This statistic comes from Proprietary Problems: How Frontier Closed Models Collapse Under Iterative Pressure, published by Cisco on May 31, 2026. You can view the original report at https://www.cisco.com/content/dam/cisco-cdc/site/en_us/products/security/proprietary_problems.pdf.
What cybersecurity topics does this cover?
This statistic relates to Model Robustness, Adversarial Attacks, Open Models. Browse more statistics on Model Robustness or from Cisco.