https://github.com/critical-infrastructure-systems-lab/practical-evasion-attacks
Artifact for the Paper On Practical Realization of Evasion Attacks for Industrial Control Systems at RICSS 2024
https://github.com/critical-infrastructure-systems-lab/practical-evasion-attacks
Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 4 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.0%) to scientific vocabulary
Last synced: 10 months ago
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Artifact for the Paper On Practical Realization of Evasion Attacks for Industrial Control Systems at RICSS 2024
Basic Info
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- Stars: 0
- Watchers: 2
- Forks: 0
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Created almost 2 years ago
· Last pushed almost 2 years ago
https://github.com/Critical-Infrastructure-Systems-Lab/Practical-Evasion-Attacks/blob/main/
# Artifact for the Paper On Practical Realization of Evasion Attacks for Industrial Control Systems at RICSS 2024
1. The data are available at: [](https://doi.org/10.5281/zenodo.13692004)
2. place the downloaded `.zip` file in the project folder
3. Verify the integrity of the dataset by running the following command:
```bash
md5sum dataset.zip
```
expected output `b14c554293f5a936d43c98b92a023603 dataset.zip`
4. execute
```bash
python prepare_dataset.py
```
now you can reproduce the results of the paper by executing the notebooks contained inside the `defense_models` and `batadal_2_0_plots`
Those will produce the result in Table 3 and the plots in the appendix.
Project structure
```
Practical-Evasion-Attacks/
dataset #appear after executing prepare_dataset.py
defense_models/
C-Town
evaluation_paper.ipynb
batadal_2_0_plots/
new_dataset_physical_plots.ipynb
plots
prepare_dataset.py
README.md
```
The data were generated based on [DHALSIM v0.6.0](https://github.com/Critical-Infrastructure-Systems-Lab/DHALSIM/releases/tag/v0.6.0)
When using the code or the data please cite our work
```
@InProceedings{erba24practicalevasion,
author="Erba, Alessandro and Murillo, Andres F. and Taormina, Riccardo and Galelli, Stefano and Tippenhauer, Nils Ole",
title="On Practical Realization of Evasion Attacks for Industrial Control Systems",
booktitle="Proceedings of the 2024 Workshop on Re-design Industrial Control Systems with Security (RICSS '24)",
year="2024",
month=OCT
publisher="ACM",
doi={10.1145/3689930.3695213}
}
```
Owner
- Name: CRITICAL Infrastructure Systems Lab
- Login: Critical-Infrastructure-Systems-Lab
- Kind: organization
- Email: stefano_galelli@sutd.edu.sg
- Location: Singapore
- Website: https://people.sutd.edu.sg/~stefano_galelli/
- Twitter: GalelliStefano
- Repositories: 1
- Profile: https://github.com/Critical-Infrastructure-Systems-Lab
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