Within each multi-turn attack strategy family, the spread between the most- and least-exposed models ranges from 79.51 to 89.25 percentage points.
Within each multi-turn attack strategy family, the spread between the most- and least-exposed models ranges from 79.51 to 89.25 percentage points. — This cybersecurity statistic was published by Cisco in May 2026. It covers topics including Adversarial Attacks, Model Robustness, Attack Strategies. 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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Frequently Asked Questions
What does this statistic say?
Within each multi-turn attack strategy family, the spread between the most- and least-exposed models ranges from 79.51 to 89.25 percentage points. This data was published by Cisco and covers Adversarial Attacks, Model Robustness, Attack Strategies.
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 Adversarial Attacks, Model Robustness, Attack Strategies. Browse more statistics on Adversarial Attacks or from Cisco.