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Classification on NF-ToN-IoT

Classification on NF-ToN-IoT

99.8Clean AccuracyRF

Updated 4mo ago

Evaluation results

Method	Links
RF2026.07		99.8	—	67.9	—	48.2	51.7	21.4
XGB2026.07		99.8	—	97.3	—	46	51.6	15.9

State-of-the-art paper

RF

Beyond Gradient-Based Attacks: Adversarial Robustness and Explainability Stability in Cybersecurity Classifiers

Dataset

NF-ToN-IoT

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Related benchmarks

Adversarial Robustness Classification on Phishing Adversarial Classification on UNSW-NB15 Classification on HIKARI 2021

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