import gradio as gr import logging from src.core.pipeline import Pipeline logging.basicConfig(level=logging.INFO, format='%(name)s: %(message)s') pipeline = Pipeline() def check_website(url): """Check if a website is safe.""" if not url or not url.strip(): return empty_state() result = pipeline.analyze(url.strip()) if not result.get('success'): return error_state(result.get('error', 'Something went wrong')) return build_result(result) def empty_state(): return """
🛡️
Enter a website URL above to verify its safety
We analyze content, domains, and patterns to detect scams
""" def error_state(msg): return f"""
{msg}
""" def build_result(r): verdict = r.get('verdict', 'UNKNOWN').upper() score = r.get('score', 0) # Theme configuration based on verdict if verdict == 'DANGER': theme = { 'color': '#ef4444', 'bg': '#fef2f2', 'border': '#fca5a5', 'icon': '🚨', 'label': 'Dangerous', 'desc': 'This site shows strong signs of phishing or malicious activity.' } elif verdict == 'WARNING': theme = { 'color': '#f59e0b', 'bg': '#fffbeb', 'border': '#fcd34d', 'icon': '⚠️', 'label': 'Suspicious', 'desc': 'Caution is advised. This site has some irregular signals.' } else: # SAFE or UNKNOWN theme = { 'color': '#10b981', 'bg': '#f0fdf4', 'border': '#86efac', 'icon': '✅', 'label': 'Safe', 'desc': 'No significant threats were detected on this site.' } # Build findings list findings_items = "" findings = r.get('findings', [])[:5] if findings: for f in findings: findings_items += f'
  • {f}
  • ' else: findings_items = '
  • No specific issues found.
  • ' # AI Explanation Section explanation = r.get('explanation', '') # Advice Section advice = r.get('advice', '') return f"""
    {theme['icon']} {theme['label']}
    {theme['desc']}
    Risk Score
    {int(score * 100)}%
    {r.get('summary', '')}
    {'
    ' + '
    🔍 Detailed Findings
    ' + '
      ' + findings_items + '
    ' + '
    ' if findings else ''}
    🤖 AI Analysis
    {explanation}
    💡 Recommendation
    {advice}
    """ # Custom CSS custom_css = """ @import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap'); body { font-family: 'Inter', system-ui, -apple-system, sans-serif !important; } .gradio-container { background-color: #f8fafc !important; max-width: 900px !important; margin: 0 auto !important; } /* Header */ .main-header { text-align: center; margin-bottom: 2rem; padding-top: 2rem; } .header-icon { font-size: 3rem; margin-bottom: 0.5rem; display: block; } .header-title { font-size: 2rem; font-weight: 700; color: #0f172a; margin: 0; } .header-subtitle { color: #64748b; font-size: 1.1rem; margin-top: 0.5rem; } /* Input Area */ .input-row { margin-bottom: 2rem; } /* Empty State */ .empty-state { text-align: center; padding: 4rem 2rem; color: #94a3b8; background: white; border-radius: 1rem; border: 1px dashed #e2e8f0; } .empty-icon { font-size: 3.5rem; margin-bottom: 1rem; opacity: 0.8; } .empty-text { font-size: 1.25rem; font-weight: 500; color: #64748b; margin-bottom: 0.5rem; } .empty-sub { font-size: 0.95rem; } /* Error State */ .error-state { text-align: center; padding: 3rem; background: #fff5f5; border-radius: 1rem; border: 1px solid #fed7d7; color: #c53030; } .error-icon { font-size: 3rem; margin-bottom: 1rem; } .error-text { font-size: 1.2rem; font-weight: 600; } /* Results */ .result-container { animation: fadeIn 0.5s ease-out; } @keyframes fadeIn { from { opacity: 0; transform: translateY(10px); } to { opacity: 1; transform: translateY(0); } } .verdict-card { padding: 2.5rem; border-radius: 1.5rem; text-align: center; margin-bottom: 2rem; border: 2px solid; box-shadow: 0 10px 30px -10px rgba(0,0,0,0.05); } .verdict-icon { font-size: 4rem; display: block; margin-bottom: 1rem; } .verdict-label { font-size: 2.5rem; font-weight: 800; display: block; line-height: 1.1; margin-bottom: 0.5rem; } .verdict-summary { font-size: 1.1rem; opacity: 0.9; margin-bottom: 2rem; } .main-summary { font-size: 1.1rem; line-height: 1.6; color: #334155; margin-top: 1.5rem; max-width: 600px; margin-left: auto; margin-right: auto; text-align: justify; } .score-container { display: flex; align-items: center; justify-content: center; gap: 1rem; max-width: 400px; margin: 0 auto; } .score-label { font-weight: 600; color: #64748b; font-size: 0.9rem; white-space: nowrap; } .score-bar-bg { flex-grow: 1; height: 8px; background: rgba(0,0,0,0.05); border-radius: 4px; overflow: hidden; } .score-bar-fill { height: 100%; border-radius: 4px; transition: width 1s ease-out; } .score-value { font-weight: 700; font-size: 1.1rem; width: 3rem; text-align: left; opacity: 0.8; } .details-grid { display: grid; grid-template-columns: 1fr 1fr; gap: 1.5rem; margin-bottom: 2rem; } @media (max-width: 768px) { .details-grid { grid-template-columns: 1fr; } } @media (max-width: 1024px) { .floating-credits { position: static !important; margin: 0 auto 1.5rem auto; width: fit-content; max-width: 95%; box-shadow: 0 2px 4px rgba(0,0,0,0.05); display: flex; /* Ensure flex is active */ justify-content: center; transform: none !important; flex-wrap: wrap; } .main-header { padding-top: 1rem; margin-bottom: 1.5rem; } .header-title { font-size: 1.75rem !important; /* Smaller title */ line-height: 1.2; } .header-icon { font-size: 2.5rem !important; /* Smaller icon */ } .gradio-container { padding: 0 1rem !important; /* Ensure some side padding */ } .input-row { flex-direction: column !important; /* Stack input and button */ gap: 0.75rem; } .input-row > * { width: 100% !important; /* Full width for children */ min-width: 0 !important; margin: 0 !important; /* Reset margins */ } .input-row button { width: 100% !important; } .verdict-card { padding: 1.5rem !important; } .verdict-label { font-size: 1.8rem !important; } .verdict-icon { font-size: 3rem !important; } .empty-state { padding: 2rem 1rem !important; } .empty-icon { font-size: 2.5rem !important; } .empty-text { font-size: 1.1rem !important; } } .card { background: white; border: 1px solid #e2e8f0; border-radius: 1rem; padding: 1.5rem; box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.05); } .card-header { font-size: 1.1rem; font-weight: 600; color: #1e293b; margin-bottom: 1rem; display: flex; align-items: center; gap: 0.5rem; } .card-icon { font-size: 1.2rem; } .findings-list { list-style: none; padding: 0; margin: 0; } .finding-item { padding: 0.75rem 0; border-bottom: 1px solid #f1f5f9; color: #475569; font-size: 0.95rem; display: flex; align-items: start; gap: 0.5rem; } .finding-item:last-child { border-bottom: none; } .finding-item.empty { color: #94a3b8; font-style: italic; } .bullet { color: #94a3b8; font-size: 1.2rem; line-height: 1; } .ai-card { background: #f8fafc; border-color: #e2e8f0; } .ai-text { color: #334155; line-height: 1.6; font-size: 0.95rem; text-align: justify; hyphens: auto; } .recommendation-card { background: white; border-left: 5px solid #cbd5e1; border-radius: 0.75rem; padding: 1.5rem; box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.05); } .recommendation-text { color: #475569; line-height: 1.6; } /* Floating Credits */ .floating-credits { position: fixed; top: 1.5rem; right: 2rem; background: rgba(255, 255, 255, 0.82); backdrop-filter: blur(12px); -webkit-backdrop-filter: blur(12px); padding: 0.75rem 1rem; border-radius: 999px; box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1), 0 2px 4px -1px rgba(0, 0, 0, 0.06); display: flex; align-items: center; gap: 1rem; border: 1px solid rgba(226, 232, 240, 0.8); z-index: 100; transition: transform 0.2s; } .floating-credits:hover { transform: translateY(-2px); box-shadow: 0 10px 15px -3px rgba(0, 0, 0, 0.1); } .credit-icons { display: flex; align-items: center; gap: 0.75rem; } .credit-icon { display: flex; align-items: center; justify-content: center; transition: transform 0.2s; } .credit-icon img { height: 25px; width: auto; transition: 0.3s ease; opacity: 0.75; } .credit-icon img:hover { opacity: 1; transform: scale(1.15); } .credit-text { font-size: 0.85rem; font-weight: 600; color: #334155; white-space: nowrap; background: linear-gradient(90deg, #334155, #64748b); -webkit-background-clip: text; -webkit-text-fill-color: transparent; padding-right: 1rem; border-right: 1px solid #cbd5e1; } @media (max-width: 640px) { .floating-credits { position: static; margin: 0 auto 1.5rem auto; width: fit-content; box-shadow: 0 2px 4px rgba(0,0,0,0.05); } .main-header { padding-top: 1rem; } } /* NEW CSS TO STYLE EXAMPLES AS PILLS */ .gradio-examples { margin-top: 1rem; } /* Force table to behave like a horizontal list */ .gradio-examples table { border: none !important; background: transparent !important; display: block !important; } .gradio-examples tbody { display: flex !important; flex-wrap: wrap; gap: 0.5rem; } .gradio-examples tr { display: contents !important; } .gradio-examples td { background: white; border: 1px solid #e2e8f0; border-radius: 999px; padding: 0.5rem 1rem; display: inline-block; cursor: pointer; font-size: 0.9rem; color: #475569; transition: all 0.2s; margin: 0 !important; } .gradio-examples td:hover { border-color: #cbd5e1; background: #f8fafc; transform: translateY(-1px); } .gradio-examples thead { display: none; } """ # Theme Configuration app_theme = gr.themes.Soft( primary_hue="blue", neutral_hue="slate", font=[gr.themes.GoogleFont("Inter"), "ui-sans-serif", "system-ui", "sans-serif"] ) # Build the interface with gr.Blocks( title="PhishingInsight", # removed js=js_func so the footer is visible ) as app: # Header gr.HTML("""
    Developed by Devesh Punjabi
    GitHub LinkedIn HF
    🛡️

    PhishingInsight

    Expert AI Phishing Detection & Analysis
    """) # Input section with gr.Row(elem_classes="input-row"): url_input = gr.Textbox( placeholder="Paste a website link here to scan (e.g., https://example.com/login)", show_label=False, scale=5, container=False, autofocus=True ) check_btn = gr.Button("Scan Website", variant="primary", scale=1, min_width=120) # Example links gr.Examples( examples=[ ["https://paypal-verify.tk/login"], ["https://secure-bank-update.xyz"], ["https://www.google.com"], ["https://github.com"], ], inputs=url_input, label="Quick Examples", examples_per_page=4 ) # Results output = gr.HTML(value=empty_state()) # Footer gr.HTML("""

    Phishing Detection System

    Powered by Hybrid AI Engine (LightGBM + TinyLlama)

    """) # Events check_btn.click(fn=check_website, inputs=url_input, outputs=output) url_input.submit(fn=check_website, inputs=url_input, outputs=output) if __name__ == "__main__": app.launch( server_name="0.0.0.0", server_port=7860, theme=app_theme, css=custom_css, show_error=True, )