Multi-turn attack success rate (ASR) ranges from 7.89% to 88.30% across the 15 closed/proprietary flagship models in the cohort.
Multi-turn attack success rate (ASR) ranges from 7.89% to 88.30% across the 15 closed/proprietary flagship models in the cohort. — This cybersecurity statistic was published by Cisco in May 2026. It covers topics including Model Robustness, Adversarial Attacks, Large Language 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 rate (ASR) ranges from 7.89% to 88.30% across the 15 closed/proprietary flagship models in the cohort. This data was published by Cisco and covers Model Robustness, Adversarial Attacks, Large Language 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, Large Language Models. Browse more statistics on Model Robustness or from Cisco.