I'm Filtering Phishing URLs with Transformers and Having a False Positive Problem
Hello all, I hope you are doing well.I am currently working on a project, where a transformer will detect a given URL is a phishing link or a benign link. I created adatasetand fine-tuned it withdistilbert-base-uncased; and createdthis model. But the model throws false positives on links like “open.spotify.com” or “google.com” . I couldn’t figure out what the problem could be. Can anyone help me with this? Thanks so much!