How AI answer engines name Adversarial Robustness Toolbox

By engine

Answers each engine gave to buyer questions about AI Security & Privacy, and how many of them named Adversarial Robustness Toolbox.

By question type

The same answers, split by the shape of the buyer question.

Week by week

Adversarial Robustness Toolbox was named in at least one answer in 9 of the 11 weeks on record; the latest was the week of November 2, 2026.

Each week's answers to buyer questions about AI Security & Privacy, Monday to Sunday, newest first, and how many of them named Adversarial Robustness Toolbox. The questions asked can differ from one week to the next.

Named first

When an answer named Adversarial Robustness Toolbox alongside another brand in this record, it was named first in 7 of 20 (35.0%).

Named alongside

• HiddenLayer: named together in 14 answers
• Cisco: named together in 13 answers
• Mindgard: named together in 6 answers
• AI Defense: named together in 4 answers
• MLflow: named together in 4 answers
• GitHub: named together in 2 answers
• GitLab: named together in 2 answers
• Databricks: named together in 1 answers

Sources the engines cited when they named Adversarial Robustness Toolbox

Domains cited in answers that named Adversarial Robustness Toolbox, by the number of those answers that cited them.

Adversarial Robustness Toolbox's own site (adversarial-robustness-toolbox.org) was cited in 2 of 27 (7.4%).

Across every answer run in the Machine Relations Index, not only the answers that named Adversarial Robustness Toolbox, adversarial-robustness-toolbox.org was cited in 2 of 35,433 (0.01%), by 1 of the 6 engines it observes. The Index is still collecting evidence on adversarial-robustness-toolbox.org before it grades or ranks it.

Across every AI Security & Privacy buyer question, not only the answers that named Adversarial Robustness Toolbox, the Machine Relations Index ranks which sources AI engines cite for AI Security & Privacy questions.

How this is measured

Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.

A brand appears only once it has been named in at least 10 answers on 7 separate days.

A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.

Categories are the Index's buyer-question categories.

Source: Machine Relations Index.

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