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distilbert_class_heaps

Text Classification
Transformers
PyTorch
distilbert
digital forensics
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metadata
datasets:
  - johannes-garstenauer/structs_token_size_4_reduced_labelled_eval
  - johannes-garstenauer/structs_token_size_4_reduced_labelled_train
tags:
  - digital forensics

Model Card for Model ID

DistilBERT for sequence classification trained on OpenSSH heap data structures dataset for the purpose of generating representations. This model was created for the thesis "Generating Robust Representations of Structures in OpenSSH Heap Dumps" by Johannes Garstenauer. It is finetuned from "johannes-garstenauer/distilbert_masking_heaps".

Model Description

  • Developed by: Johannes Garstenauer
  • Funded by [optional]: Universität Passau
  • Finetuned from model [optional]: johannes-garstenauer/distilbert_masking_heaps

Model Sources [optional]

Training Data

Training data: https://huggingface.co/datasets/johannes-garstenauer/structs_token_size_4_reduced_labelled_train Validation data: https://huggingface.co/datasets/johannes-garstenauer/structs_token_size_4_reduced_labelled_eval