Robustness Analysis Under Perturbed and Simulated Attack Conditions

A 5.5 KB Excel file containing data for robustness analysis under perturbed and simulated attack conditions, authored by K. Sasikumar and last updated on May 26, 2026. The dataset is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Evaluating model performance under simulated adversarial conditions based on the description of attack conditions.
• Analyzing the impact of data perturbations on model robustness based on the described analysis scope.
• Benchmarking defense mechanisms for machine learning models based on the described robustness analysis.

Strengths

• Dataset is openly licensed (CC-BY-4.0), allowing for broad reuse.
• File size is small (5.5 KB), facilitating quick download and inspection.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Freshness

Last updated 2026-05-26 17:44:56; freshness should be verified.