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Patrick Deininger

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#large language models Dataset Open access Aug 2026

Reproduction Package - Open or Frontier? A Cost- and Energy-Aware Benchmark of Large Language Models for Software Vulnerability Detection

Measurement harness and results for the paper: Open or Frontier? A Cost- and Energy-Aware Benchmark of Large Language Models for Software Vulnerability Detection Patrick Deininger and Wolfgang Slany. Submitted to MDPI Computers.

Patrick Deininger, Wolfgang Slany · 0 citations
#large language models Dataset Open access Aug 2026

Replication Package - Valid but Not Always Runnable: An Open, Reproducible Benchmark of Large Language Models Drafting Gherkin Scenarios

Replication package (revised version) for Valid but Not Always Runnable: An Open, Reproducible Benchmark of Large Language Models Drafting Gherkin Scenarios Patrick Deininger (Graz University of Technology; FH JOANNEUM) and Wolfgang Slany (Graz University of Technology).Revised submission to *AI* (MDPI). Concept DOI (all versions): 10.5281/zenodo.21188436. This archive contains the complete code, inputs, raw model outputs, judge caches, humancalibration data, and analysis scripts behind every number, table, and figure in the manuscript.

Patrick Deininger, Wolfgang Slany · 0 citations