Trendyol Cybersecurity Instruction Tuning Dataset: 53,202 Examples for AI Assistants

53,202 instruction-tuning examples were curated by the Trendyol Security Team for training defensive cybersecurity AI assistants. The dataset covers over 200 specialized cybersecurity domains, including cloud-native threats and AI/ML security. It was expanded from an earlier version of 21,000 rows and was last updated on June 20, 2026.

Use Cases

• Fine-tuning large language models for cybersecurity question-answering based on the described instruction-response format.
• Training AI assistants for defensive security tasks based on coverage of over 200 specialized domains.
• Developing models to address modern security challenges like cloud-native threats and quantum security based on the dataset's stated scope.

Strengths

• 53,202 instruction-tuning examples, a significant expansion from a previous 21,000-row version.
• Covers over 200 specialized cybersecurity domains, suggesting broad topical coverage.
• Created by a dedicated security team (Trendyol Security Team), indicating domain expertise.

Limitations

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

Provenance

Source

Trendyol Security Team, published by Soban1234 on Hugging Face.

Collection Method

Meticulously curated instruction-tuning examples, likely generated for AI training.

Freshness

Last updated 2026-06-20 05:51:17; freshness should be verified.