Trendyol Cybersecurity Instruction Tuning Dataset with 53,202 Examples

53,202 instruction-tuning examples covering over 200 specialized cybersecurity domains, including cloud-native threats and AI/ML security. Created by the Trendyol Security Team for training defensive security AI assistants, this dataset was expanded from an initial 21,000 rows. The dataset was last updated on December 16, 2025.

Use Cases

• Training AI assistants for security operations based on the described instruction-tuning examples
• Fine-tuning models for threat intelligence analysis based on the coverage of 200+ cybersecurity domains
• Developing incident response automation tools based on the defensive security focus
• Researching AI/ML security challenges based on the inclusion of modern security topics

Strengths

• 53,202 meticulously curated instruction-tuning examples
• Covers over 200 specialized cybersecurity domains
• Expanded from an initial 21,000 rows, indicating growth and refinement

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is known, but specific data formats and sample structure are unavailable for preview

Provenance

Source

Trendyol Security Team, published by ahmadkaab on Hugging Face.

Collection Method

Curated instruction-tuning examples, likely generated for training AI assistants.

Time Range

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Freshness

Last updated 2025-12-16 20:01:55

Geography

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