Reproducibility artifacts for the paper ProvIoT: Detecting Stealthy Attacks in IoT through Federated Edge-Cloud Security.

We will use conda as the python environment manager. Install the project dependencies from the proviot.yml using this command:

conda env update --name proviot --file proviot.yml

Activate the conda environment before running the experiments by running this command

conda activate proviot

• provIoT.py
  • Driver script for ProvIoT, which is an Autoencoder-based IDS that detects anomalous paths.
  • Sample causal paragraphs and feature vectors for APT attack available in anomaly-paragraph directory.

Running the ProvIoT script:

python proviot.py

@inproceedings{mukherjee2024acns,	title = {ProvIoT: Detecting Stealthy Attacks in IoT through Federated Edge-Cloud Security},	author = {Kunal Mukherjee and Joshua Wiedemeier and Qi Wang and Junpei Kamimura and John Junghwan Rhee and James Wei and Zhichun Li and Xiao Yu and Lu-An Tang and Jiaping Gui and Kangkook Jee},	year = 2024,	booktitle = {22nd International Conference on Applied Cryptography and Network Security},	series = {ACNS '24} }