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Today my school project actually saved me.
Someone sent me a link that looked normal at first glance, but something felt off.
Instead of ignoring it, I ran it through the phishing detection system I built.
The system flagged the URL for suspicious patterns, mismatched domains, abnormal redirect behavior, and phishing-like structure. That moment made me realize.
I didn’t build this just to pass a course. I built something that works in real life. I think it’s time to launch it.
Hakuna_Matata@ObiyomB
At first, I just wanted to build something cool for school. Then I realized how many people still fall for phishing scams every single day. So I built a Phishing Detection and Prevention System powered by Generative Adversarial Networks (GANs) that learn how fake pages behave and detect them in real time. It wasn’t easy. I dealt with messy data, stubborn bugs, and sleepless nights. But the moment my model successfully blocked its first phishing URL, I knew it was worth it. Now I’m thinking of hosting it online so anyone can test URLs safely. Should I go ahead and make it live?
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