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Gamestatue/adaption-cyber-sec-code-instruct

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-cyber_sec_code_instruct This dataset consists of instruction-response pairs focused on cybersecurity incident analysis, threat detection, and secure software engineering. Tasks span multiple programming languages, including Python, JavaScript, C, SQL, and Rust, covering vulnerability assessment, remediation, and log investigation. Prompts range from straightforward coding tasks to… See the full description on the dataset page: https://huggingface.co/datasets/Gamestatue/adaption-cyber-sec-code-instruct.

sourceHugging Faceupdated 19d agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-cyberseccode_instruct

This dataset consists of instruction-response pairs focused on cybersecurity incident analysis, threat detection, and secure software engineering. Tasks span multiple programming languages, including Python, JavaScript, C, SQL, and Rust, covering vulnerability assessment, remediation, and log investigation. Prompts range from straightforward coding tasks to complex incident scenarios with missing context, evaluating technical reasoning and cross-language handling.

Dataset size

There are 7,959 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 2.2%.

Domain

  • —Code (92%)
  • —Governance (6%)
  • —Technology (2%)

Language

  • —English (12%)
  • —Kannada (10%)
  • —Thai (8%)

Tone

  • —Technical (90%)
  • —Educational (4%)
  • —Urgent (2%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/15a15c26-97b2-49be-982a-aed35961c357.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/0056f360-6f75-4cde-b0e2-d2b7d92f53b6.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/1386de99-ea56-4aeb-86f7-8be194ab2627.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />