Create app.py

app.py

@@ -0,0 +1,50 @@
+import gradio as gr
+import requests
+
+# PhishTank configuration
+PHISHTANK_USER_AGENT = "phishtank/PHISH"
+
+def check_url_phishtank(url):
+    endpoint = "https://checkurl.phishtank.com/checkurl/"
+    payload = {"url": url, "format": "json"}
+    headers = {"User-Agent": PHISHTANK_USER_AGENT}
+    
+    try:
+        response = requests.post(endpoint, data=payload, headers=headers, timeout=5)
+        response.raise_for_status()
+        data = response.json()
+        
+        if data.get('results', {}).get('in_database', False) and data.get('results', {}).get('verified', False):
+            return "Phishing"
+        return "Legitimate"
+    except Exception as e:
+        return "Legitimate"
+
+def predict_url(url):
+    try:
+        if not url.startswith(("http://", "https://")):
+            url = "https://" + url
+            
+        # Check PhishTank
+        pt_result = check_url_phishtank(url)
+        return pt_result
+    
+    except Exception as e:
+        print(f"Error in URL prediction: {e}")
+        return "Legitimate"
+
+# Gradio Interface
+interface = gr.Interface(
+    fn=predict_url,
+    inputs=gr.Textbox(label="Enter URL", placeholder="https://example.com"),
+    outputs=gr.Textbox(label="Result"),
+    title="Phishing URL Detector (PhishTank Only)",
+    description="Check if a URL is in the PhishTank database",
+    examples=[
+        ["https://www.apple.com"],
+        ["https://login-facebook-secure.xyz/login.php"],
+        ["https://bit.ly/suspicious-download"]
+    ]
+)
+
+interface.launch(server_name="0.0.0.0", server_port=7860)