Open access
Jul 2026
Adversarial Robustness Evaluation of Traditional and Transformer-Based NLP Models for Toxic Comment Detection
Investigation of the effectiveness and adversarial robustness of two NLP classification approaches: a traditional TF-IDF Logistic Regression model and a transformer-based Bidirectional Encoder Representations from Transformers model demonstrate the advantages of transformer-based architectures for cybersecurity-oriente...
Sungho Kim, Mahmoud Matar, Umer Aqeel et al.
· International Journal of Gri... · 0 citations