Cyber Security Scenarios for AI/ML and API Security

A collection of security scenario files authored by Vyber07, last updated on 2026-05-31. The dataset includes dedicated sections for AI/ML security and API security, each containing multiple JSON files with real-world examples and real-time scenarios. The structure suggests a focus on practical, documented security incidents and attack patterns.

Use Cases

• Training AI models to detect adversarial attacks based on documented adversarial ML examples.
• Analyzing API security vulnerabilities based on real-world API attack scenarios.
• Developing security testing frameworks using the structured real-time scenario data.
• Studying the evolution of AI/ML threats using the multi-file example collections.

Strengths

• Structured into clear domains (AI/ML security and API security) with dedicated files.
• Includes multiple JSON files for real-world examples and real-time scenarios, suggesting depth in each category.
• Last updated timestamp (2026-05-31) is provided.

Limitations

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

Provenance

Source

huggingface

Freshness

Last updated 2026-05-31 16:05:04; freshness should be verified.