Detecting GPT-Assisted Writing Using Interpretable Stylometric Features
Random Forest using stylometric features detected ChatGPT-assisted student writing with ROC-AUC 0.87.
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Passive Hybrid Network-Based Intrusion Detection System (Hybrid-NIDS) Combining Suricata and Random Forest
Suricata and Random Forest hybrid NIDS scored F1 0.97 on UNSW-NB15 but failed in lab tests.