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Advancing Open-Set NIDS Security with Adversarial Attacks and Robust Test-Time Defenses

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PacketGuard

PacketGuard Installation

git clone https://github.com/bayegaspard/PacketGuard.git
cd PacketGuard
pip install -r requirements.txt
python3 main.py

Dataset

Refer to : Payload-Byte/CICIDS

Status:

Under review. Details will come after a decision is made.

Acknowledgments

This work has been funded by UMass Dartmouth and was supported by the U.S. Military Academy (USMA) under Cooperative Agreement No. W911NF-22- 2-0160. The views and conclusions expressed in this paper are those of the authors and do not reflect the official policy or position of the U.S. Military Academy, U.S. Army, U.S. Department of Homeland Security, or U.S. Government. Usual disclaimers apply.

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