Experiment-for-Trojans

Experimental repositories for poisoning code models and code datasets.

Poisoning Code Models

(https://github.com/UH-SERG/Experiment-for-Trojans/tree/main/poisoning_model)

• finetune_cmd

  • code_generation
  • defect_detection

• inference_cmd

  • code_generation
  • defect_detection

Poisoning Code Datasets

(https://github.com/UH-SERG/Experiment-for-Trojans/tree/main/poisoning_data)

• code_generation_concode
• defect_detection_devign

References:

• https://github.com/microsoft/CodeXGLUE
• https://github.com/microsoft/CodeBERT
• https://github.com/salesforce/CodeT5
• https://github.com/wasiahmad/PLBART
• https://github.com/dpfried/incoder