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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>FraudTest - About Us</title>
<!-- Add FontAwesome -->
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.1/css/all.min.css">
<!-- Add Google Fonts -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=Poppins:wght@300;400;500;600;700&display=swap" rel="stylesheet">
<!-- Add AOS (Animate on Scroll) library -->
<link href="https://unpkg.com/aos@2.3.1/dist/aos.css" rel="stylesheet">
<script src="https://unpkg.com/aos@2.3.1/dist/aos.js"></script>
<style>
:root {
--primary-color: #3b82f6;
--primary-dark: #2563eb;
--primary-light: #60a5fa;
--secondary-color: #10b981;
--bg-dark: #0f172a;
--bg-card: #1e293b;
--bg-light: #334155;
--text-light: #f8fafc;
--text-muted: #94a3b8;
--border-color: #475569;
--danger-color: #ef4444;
--warning-color: #f59e0b;
--success-color: #10b981;
--gradient-primary: linear-gradient(135deg, #3b82f6, #2563eb);
--gradient-secondary: linear-gradient(135deg, #10b981, #059669);
--gradient-danger: linear-gradient(135deg, #ef4444, #dc2626);
}
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: 'Inter', sans-serif;
background: linear-gradient(135deg, var(--bg-dark), #162449, var(--bg-dark));
color: var(--text-light);
min-height: 100vh;
line-height: 1.6;
padding-bottom: 2rem;
position: relative;
overflow-x: hidden;
}
/* Animated background */
body::before {
content: '';
position: absolute;
top: 0;
left: 0;
right: 0;
bottom: 0;
background: radial-gradient(circle at 15% 50%, rgba(59, 130, 246, 0.08) 0%, transparent 25%),
radial-gradient(circle at 85% 30%, rgba(16, 185, 129, 0.08) 0%, transparent 25%);
z-index: -1;
}
h1, h2, h3, h4, h5, h6 {
font-family: 'Poppins', sans-serif;
font-weight: 600;
margin-bottom: 1rem;
}
.container {
max-width: 1200px;
margin: 2rem auto;
padding: 0 1.5rem;
}
/* Navigation */
nav {
background-color: rgba(15, 23, 42, 0.85);
backdrop-filter: blur(10px);
border-bottom: 1px solid rgba(71, 85, 105, 0.3);
position: sticky;
top: 0;
z-index: 100;
transition: all 0.3s ease;
}
nav.scrolled {
background-color: rgba(15, 23, 42, 0.95);
box-shadow: 0 4px 20px rgba(0, 0, 0, 0.2);
}
.nav-container {
max-width: 1200px;
margin: 0 auto;
padding: 1rem 1.5rem;
display: flex;
justify-content: space-between;
align-items: center;
}
.nav-brand {
display: flex;
align-items: center;
gap: 0.75rem;
}
.nav-brand-icon {
font-size: 1.75rem;
color: var(--primary-color);
filter: drop-shadow(0 0 8px rgba(59, 130, 246, 0.4));
transition: transform 0.3s ease;
}
.nav-brand:hover .nav-brand-icon {
transform: scale(1.1);
}
.nav-brand-text {
font-family: 'Poppins', sans-serif;
font-weight: 600;
font-size: 1.25rem;
color: var(--text-light);
position: relative;
text-decoration: none;
}
.nav-brand-text::after {
display: none;
}
.nav-brand:hover .nav-brand-text::after {
width: 0;
}
.nav-links {
display: flex;
gap: 2rem;
align-items: center;
}
.nav-link {
color: var(--text-muted);
text-decoration: none;
transition: all 0.3s;
font-weight: 500;
position: relative;
padding: 0.5rem 0;
}
.nav-link::after {
content: '';
position: absolute;
bottom: 0;
left: 0;
width: 0;
height: 2px;
background: var(--primary-color);
transition: width 0.3s ease;
}
.nav-link:hover {
color: var(--primary-light);
}
.nav-link:hover::after {
width: 100%;
}
.nav-link.active {
color: var(--primary-color);
}
.nav-link.active::after {
width: 100%;
}
/* Page Header */
.page-header {
background-color: var(--bg-card);
border-radius: 1rem;
padding: 2.5rem;
margin-bottom: 2rem;
box-shadow: 0 20px 40px rgba(0, 0, 0, 0.2);
border: 1px solid var(--border-color);
text-align: center;
background-image: linear-gradient(to right, rgba(30, 41, 59, 0.9), rgba(30, 41, 59, 0.6)), url('https://images.unsplash.com/photo-1614064641938-3bbee52942c7?q=80&w=1000');
background-size: cover;
background-position: center;
position: relative;
overflow: hidden;
}
.page-header::before {
content: '';
position: absolute;
top: -50%;
left: -50%;
width: 200%;
height: 200%;
background: radial-gradient(circle, rgba(59, 130, 246, 0.1) 0%, transparent 60%);
animation: pulse-bg 15s infinite alternate;
z-index: 0;
}
@keyframes pulse-bg {
0% { transform: scale(1); opacity: 0.5; }
100% { transform: scale(1.1); opacity: 0.8; }
}
.page-header > * {
position: relative;
z-index: 1;
}
.page-header h1 {
font-size: 2.5rem;
margin-bottom: 1rem;
color: var(--text-light);
text-shadow: 0 2px 10px rgba(0, 0, 0, 0.3);
background: linear-gradient(90deg, #fff, #a5b4fc);
-webkit-background-clip: text;
background-clip: text;
color: transparent;
}
.page-header p {
font-size: 1.125rem;
color: var(--text-muted);
max-width: 700px;
margin: 0 auto;
line-height: 1.8;
text-shadow: 0 1px 2px rgba(0, 0, 0, 0.2);
}
/* Content Card */
.content-card {
background-color: var(--bg-card);
border-radius: 1rem;
padding: 2rem;
border: 1px solid var(--border-color);
box-shadow: 0 10px 25px rgba(0, 0, 0, 0.1);
margin-bottom: 2rem;
transition: all 0.3s ease;
position: relative;
overflow: hidden;
}
.content-card::before {
content: '';
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 5px;
background: var(--gradient-primary);
z-index: 1;
}
.content-card:hover {
transform: translateY(-5px);
box-shadow: 0 20px 30px rgba(0, 0, 0, 0.15);
}
/* Team Section */
.team-grid {
display: flex;
justify-content: center;
align-items: center;
gap: 2rem;
margin-top: 2rem;
}
@media (min-width: 768px) {
.team-grid {
justify-content: center;
}
}
@media (min-width: 1024px) {
.team-grid {
justify-content: center;
}
}
.team-member {
background: linear-gradient(145deg, #1e293b, #1a2436);
border-radius: 1rem;
overflow: hidden;
transition: all 0.3s ease;
box-shadow: 0 15px 30px rgba(0, 0, 0, 0.15);
max-width: 400px;
width: 100%;
position: relative;
border: 1px solid rgba(71, 85, 105, 0.3);
}
.team-member::before {
content: '';
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 5px;
background: var(--gradient-primary);
z-index: 1;
}
.team-member:hover {
transform: translateY(-10px);
box-shadow: 0 20px 40px rgba(0, 0, 0, 0.25);
border-color: var(--primary-color);
}
.team-img-container {
width: 100%;
height: 300px;
overflow: hidden;
position: relative;
border-bottom: 1px solid rgba(71, 85, 105, 0.3);
}
.team-img {
width: 100%;
height: 100%;
object-fit: cover;
transition: all 0.5s ease;
}
.team-member:hover .team-img {
transform: scale(1.05);
}
.team-info {
padding: 2rem;
text-align: center;
position: relative;
z-index: 1;
}
.team-info::before {
content: '';
position: absolute;
top: 0;
left: 0;
right: 0;
bottom: 0;
background-image:
radial-gradient(circle at 20% 35%, rgba(59, 130, 246, 0.05) 0%, transparent 20%),
radial-gradient(circle at 75% 44%, rgba(16, 185, 129, 0.05) 0%, transparent 25%);
opacity: 0.4;
z-index: -1;
}
.team-name {
font-size: 1.75rem;
margin-bottom: 0.5rem;
background: linear-gradient(90deg, #fff, #a5b4fc);
-webkit-background-clip: text;
background-clip: text;
color: transparent;
}
.team-role {
color: var(--primary-color);
font-weight: 500;
margin-bottom: 1rem;
font-size: 1.1rem;
position: relative;
display: inline-block;
}
.team-role::after {
content: '';
position: absolute;
bottom: -8px;
left: 50%;
transform: translateX(-50%);
width: 50px;
height: 2px;
background: var(--primary-color);
}
.team-bio {
color: var(--text-muted);
font-size: 0.95rem;
line-height: 1.6;
margin-top: 1.5rem;
}
.social-links {
display: flex;
justify-content: center;
gap: 1rem;
margin-top: 1.5rem;
}
.social-link {
width: 2.5rem;
height: 2.5rem;
display: flex;
align-items: center;
justify-content: center;
border-radius: 50%;
background-color: rgba(51, 65, 85, 0.5);
color: var(--text-light);
transition: all 0.3s ease;
font-size: 1.1rem;
border: 1px solid rgba(71, 85, 105, 0.3);
}
.social-link:hover {
background-color: var(--primary-color);
transform: translateY(-3px);
box-shadow: 0 10px 15px rgba(37, 99, 235, 0.2);
}
/* Risk Explanation */
.risk-explanation {
margin: 2rem 0;
padding: 1.5rem;
background-color: rgba(15, 23, 42, 0.3);
border-radius: 0.75rem;
border-left: 4px solid var(--primary-color);
backdrop-filter: blur(10px);
box-shadow: 0 5px 15px rgba(0, 0, 0, 0.1);
transition: all 0.3s ease;
}
.risk-explanation:hover {
transform: translateY(-3px);
box-shadow: 0 10px 25px rgba(0, 0, 0, 0.15);
}
.explanation-title {
font-size: 1.25rem;
font-weight: 600;
color: var(--text-light);
margin-bottom: 1rem;
display: flex;
align-items: center;
gap: 0.75rem;
}
.explanation-title i {
color: var(--primary-color);
}
.explanation-box {
line-height: 1.7;
}
.explanation-box h4 {
color: var(--primary-color);
margin-top: 1rem;
margin-bottom: 0.5rem;
}
.explanation-box ul {
padding-left: 1.5rem;
margin-bottom: 1rem;
}
.explanation-box li {
margin-bottom: 0.5rem;
}
/* Timeline */
.timeline {
position: relative;
margin: 2rem 0;
padding-left: 2rem;
}
.timeline::before {
content: '';
position: absolute;
top: 0;
left: 0;
width: 2px;
height: 100%;
background: var(--gradient-primary);
border-radius: 1rem;
}
.timeline-item {
position: relative;
padding-bottom: 2rem;
}
.timeline-item:last-child {
padding-bottom: 0;
}
.timeline-item::before {
content: '';
position: absolute;
top: 0;
left: -2rem;
width: 1rem;
height: 1rem;
border-radius: 50%;
background-color: var(--primary-color);
border: 2px solid var(--bg-dark);
z-index: 1;
}
.timeline-date {
font-size: 0.875rem;
font-weight: 600;
color: var(--primary-color);
margin-bottom: 0.5rem;
}
.timeline-title {
font-size: 1.25rem;
margin-bottom: 0.5rem;
}
.timeline-content {
color: var(--text-muted);
}
/* Footer */
footer {
text-align: center;
padding: 2rem 1rem;
color: var(--text-muted);
margin-top: 3rem;
background-color: rgba(15, 23, 42, 0.6);
backdrop-filter: blur(10px);
border-top: 1px solid rgba(71, 85, 105, 0.3);
}
footer p {
font-size: 0.875rem;
margin-bottom: 1rem;
}
.footer-links {
display: flex;
justify-content: center;
gap: 1.5rem;
margin-top: 1rem;
}
.footer-links a {
color: var(--text-muted);
text-decoration: none;
font-size: 0.875rem;
transition: color 0.2s;
position: relative;
}
.footer-links a::after {
content: '';
position: absolute;
bottom: -2px;
left: 0;
width: 0;
height: 1px;
background: var(--primary-color);
transition: width 0.3s ease;
}
.footer-links a:hover {
color: var(--primary-light);
}
.footer-links a:hover::after {
width: 100%;
}
/* New styles for content security analysis */
.about-section {
margin-top: 2rem;
padding: 1.5rem;
background-color: rgba(15, 23, 42, 0.3);
border-radius: 0.75rem;
border-left: 4px solid var(--primary-color);
backdrop-filter: blur(10px);
box-shadow: 0 5px 15px rgba(0, 0, 0, 0.1);
transition: all 0.3s ease;
}
.tech-approach {
display: flex;
flex-wrap: wrap;
gap: 20px;
justify-content: center;
}
.approach-card {
flex: 1;
text-align: left;
background: rgba(255, 255, 255, 0.05);
border-radius: 12px;
padding: 25px;
margin: 10px;
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
transition: all 0.3s ease;
border: 1px solid rgba(255, 255, 255, 0.1);
}
.approach-card:hover {
transform: translateY(-5px);
box-shadow: 0 8px 15px rgba(0, 0, 0, 0.15);
background: rgba(255, 255, 255, 0.08);
}
.approach-icon {
font-size: 2.5rem;
margin-bottom: 15px;
color: #4cceac;
}
.approach-content h3 {
margin-bottom: 15px;
font-size: 1.4rem;
color: #4cceac;
}
.approach-list {
margin-left: 20px;
margin-top: 10px;
}
.approach-list li {
margin-bottom: 6px;
position: relative;
padding-left: 15px;
}
.approach-list li:before {
content: "•";
color: #4cceac;
position: absolute;
left: 0;
}
.approach-note {
margin-top: 15px;
padding: 10px;
background: rgba(76, 206, 172, 0.1);
border-left: 3px solid #4cceac;
border-radius: 3px;
}
.section-intro {
font-size: 1.2rem;
max-width: 800px;
margin: 0 auto 30px auto;
text-align: center;
color: #e0e0e0;
}
/* Technical Approach Section Styles */
#technical-approach {
background-color: var(--bg-card);
border-radius: 1rem;
padding: 2.5rem;
margin-bottom: 2rem;
box-shadow: 0 20px 40px rgba(0, 0, 0, 0.2);
border: 1px solid var(--border-color);
position: relative;
overflow: hidden;
}
#technical-approach::before {
content: '';
position: absolute;
top: -50%;
left: -50%;
width: 200%;
height: 200%;
background: radial-gradient(circle, rgba(59, 130, 246, 0.1) 0%, transparent 60%);
animation: pulse-bg 15s infinite alternate;
z-index: 0;
}
.section-title {
text-align: center;
color: var(--text-light);
font-weight: 700;
margin-bottom: 20px;
position: relative;
z-index: 1;
}
.section-intro {
text-align: center;
max-width: 800px;
margin: 0 auto 40px;
color: var(--text-muted);
font-size: 1.1rem;
line-height: 1.6;
position: relative;
z-index: 1;
}
.tech-approach {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
gap: 25px;
margin-top: 30px;
position: relative;
z-index: 1;
}
.approach-card {
background: var(--bg-card);
border-radius: 10px;
box-shadow: 0 5px 15px rgba(0,0,0,0.2);
transition: all 0.3s ease;
overflow: hidden;
height: 100%;
display: flex;
flex-direction: column;
border: 1px solid var(--border-color);
}
.approach-card:hover {
transform: translateY(-5px);
box-shadow: 0 10px 25px rgba(0,0,0,0.3);
border-color: var(--primary-color);
}
.approach-icon {
background: linear-gradient(135deg, var(--primary-color), var(--primary-dark));
color: white;
font-size: 2.5rem;
height: 100px;
display: flex;
align-items: center;
justify-content: center;
}
.approach-content {
padding: 25px;
flex: 1;
}
.approach-content h3 {
color: var(--primary-color);
margin-bottom: 15px;
font-size: 1.4rem;
font-weight: 600;
}
.approach-content p {
color: var(--text-muted);
margin-bottom: 15px;
line-height: 1.6;
}
.approach-list {
list-style: none;
padding-left: 0;
margin-bottom: 20px;
}
.approach-list li {
position: relative;
padding-left: 25px;
margin-bottom: 10px;
color: var(--text-muted);
}
.approach-list li:before {
content: "✓";
position: absolute;
left: 0;
color: var(--primary-color);
font-weight: bold;
}
.approach-note {
background-color: rgba(59, 130, 246, 0.1);
padding: 12px 15px;
border-left: 4px solid var(--primary-color);
color: var(--text-light);
font-size: 0.9rem;
border-radius: 0 4px 4px 0;
}
@media (max-width: 768px) {
.tech-approach {
grid-template-columns: 1fr;
}
.approach-icon {
height: 80px;
font-size: 2rem;
}
.approach-content {
padding: 20px;
}
}
/* Additional Team Section Styling */
.section-title-special {
font-size: 2.25rem;
text-align: center;
background: linear-gradient(90deg, #fff, #a5b4fc);
-webkit-background-clip: text;
background-clip: text;
color: transparent;
margin-bottom: 0.75rem;
position: relative;
}
.section-title-divider {
height: 3px;
width: 100px;
background: var(--gradient-primary);
margin: 0 auto 1.5rem;
border-radius: 3px;
}
.section-intro {
text-align: center;
max-width: 800px;
margin: 0 auto 2.5rem;
font-size: 1.1rem;
color: var(--text-muted);
line-height: 1.7;
}
.team-container {
display: flex;
justify-content: center;
align-items: center;
padding: 1rem;
}
.team-member {
max-width: 500px;
width: 100%;
border-radius: 1.25rem;
overflow: hidden;
transition: all 0.5s cubic-bezier(0.165, 0.84, 0.44, 1);
box-shadow: 0 20px 40px rgba(0, 0, 0, 0.1);
background: linear-gradient(145deg, rgba(30, 41, 59, 0.8), rgba(30, 41, 59, 0.6));
backdrop-filter: blur(10px);
border: 1px solid rgba(71, 85, 105, 0.3);
position: relative;
z-index: 1;
}
.team-member::before {
content: '';
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 6px;
background: var(--gradient-primary);
z-index: 2;
}
.team-member:hover {
transform: translateY(-15px);
box-shadow: 0 30px 60px rgba(0, 0, 0, 0.2);
border-color: var(--primary-color);
}
.team-img-container {
position: relative;
height: 400px;
overflow: hidden;
}
.team-img {
width: 100%;
height: 100%;
object-fit: cover;
transition: all 0.7s ease;
}
.team-member:hover .team-img {
transform: scale(1.05);
}
.team-overlay {
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 100%;
background: linear-gradient(0deg, rgba(15, 23, 42, 0.8) 0%, rgba(15, 23, 42, 0) 50%);
display: flex;
align-items: flex-end;
padding: 1.5rem;
opacity: 0;
transition: all 0.5s ease;
}
.team-member:hover .team-overlay {
opacity: 1;
}
.team-overlay-content {
display: flex;
align-items: center;
gap: 0.75rem;
}
.pulse-circle {
width: 12px;
height: 12px;
background-color: var(--primary-color);
border-radius: 50%;
position: relative;
animation: pulse 2s infinite;
}
@keyframes pulse {
0% {
box-shadow: 0 0 0 0 rgba(59, 130, 246, 0.4);
}
70% {
box-shadow: 0 0 0 10px rgba(59, 130, 246, 0);
}
100% {
box-shadow: 0 0 0 0 rgba(59, 130, 246, 0);
}
}
.team-info {
padding: 2.5rem;
text-align: center;
}
.team-name {
font-size: 2rem;
margin-bottom: 0.5rem;
background: linear-gradient(90deg, #fff, #a5b4fc);
-webkit-background-clip: text;
background-clip: text;
color: transparent;
}
.team-role {
color: var(--primary-color);
font-weight: 500;
font-size: 1.2rem;
letter-spacing: 0.5px;
}
.team-divider {
height: 2px;
width: 60px;
background: var(--gradient-primary);
margin: 1.25rem auto;
border-radius: 2px;
}
.team-bio {
color: var(--text-muted);
font-size: 1rem;
line-height: 1.7;
margin-bottom: 1.5rem;
}
.social-links {
display: flex;
justify-content: center;
gap: 1.25rem;
margin-top: 2rem;
}
.social-link {
width: 3rem;
height: 3rem;
display: flex;
align-items: center;
justify-content: center;
border-radius: 50%;
background: rgba(51, 65, 85, 0.3);
color: var(--text-light);
transition: all 0.3s ease;
font-size: 1.25rem;
border: 1px solid rgba(71, 85, 105, 0.2);
position: relative;
overflow: hidden;
}
.social-link::before {
content: '';
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 100%;
background: var(--gradient-primary);
border-radius: 50%;
opacity: 0;
transform: scale(0);
transition: all 0.3s ease;
z-index: -1;
}
.social-link:hover::before {
opacity: 1;
transform: scale(1);
}
.social-link:hover {
color: white;
transform: translateY(-5px);
box-shadow: 0 10px 20px rgba(37, 99, 235, 0.3);
border-color: var(--primary-light);
}
@media (max-width: 768px) {
.team-img-container {
height: 300px;
}
.team-info {
padding: 1.5rem;
}
.team-name {
font-size: 1.5rem;
}
.team-role {
font-size: 1rem;
}
.team-bio {
font-size: 0.9rem;
}
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<span class="nav-brand-text">FraudTest</span>
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<a href="/about" class="nav-link active">About</a>
<a href="/features" class="nav-link">Features</a>
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<h1>About FraudTest</h1>
<p>Learn about our mission, our team, and the advanced technology behind our fraud detection platform.</p>
</div>
<div class="content-card" data-aos="fade-up" data-aos-delay="100">
<h2>Our Mission</h2>
<p>At FraudTest, we are dedicated to making the internet a safer place. Our mission is to provide cutting-edge fraud detection solutions that protect users and businesses from online threats, phishing attempts, and malicious websites.</p>
<p>We believe that access to reliable security tools shouldn't be complicated or expensive. That's why we've developed an easy-to-use platform powered by advanced artificial intelligence to give everyone the ability to verify the safety of URLs before visiting them.</p>
<div class="timeline">
<div class="timeline-item" data-aos="fade-up" data-aos-delay="150">
<div class="timeline-date">2024</div>
<h3 class="timeline-title">Research & Concept</h3>
<p class="timeline-content">Extensive research on URL fraud detection techniques and development of the initial concept for a comprehensive fraud detection platform.</p>
</div>
<div class="timeline-item" data-aos="fade-up" data-aos-delay="200">
<div class="timeline-date">2025</div>
<h3 class="timeline-title">AI Model Development</h3>
<p class="timeline-content">Created advanced machine learning models capable of accurately identifying fraudulent URLs with high precision and recall rates.</p>
</div>
<div class="timeline-item" data-aos="fade-up" data-aos-delay="250">
<div class="timeline-date">2025</div>
<h3 class="timeline-title">Platform Launch</h3>
<p class="timeline-content">Official launch of the FraudTest platform with comprehensive threat analysis, domain verification, and user-friendly interface for instant URL risk assessment.</p>
</div>
<div class="timeline-item" data-aos="fade-up" data-aos-delay="300">
<div class="timeline-date">2025</div>
<h3 class="timeline-title">Enhanced Security Analysis</h3>
<p class="timeline-content">Implementation of comprehensive content security analysis system with VirusTotal-like scoring and detailed risk assessment.</p>
</div>
</div>
</div>
<!-- Risk Calculation Section -->
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<h2>How We Calculate Risk</h2>
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<div class="explanation-title">
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<span>Risk Calculation Methodology</span>
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<div class="explanation-box">
<p>Our fraud detection system calculates risk based on three main components:</p>
<ul>
<li><strong>URL Features (40%):</strong> Analysis of URL characteristics like length, special characters, and domain properties.</li>
<li><strong>Suspicious Patterns (50%):</strong> Detection of common phishing and fraud patterns.</li>
<li><strong>Domain Information (10%):</strong> Analysis of domain age, popularity, and hosting details.</li>
</ul>
<!-- New Risk Level Visualizer -->
<div class="risk-level-visualizer" style="margin-top: 2rem; background: rgba(15, 23, 42, 0.3); border-radius: 1rem; padding: 1.5rem; box-shadow: 0 10px 25px rgba(0, 0, 0, 0.1);">
<h4 style="text-align: center; margin-bottom: 1.5rem; color: #f8fafc; font-size: 1.2rem;">Understanding Risk Scores</h4>
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<!-- Low Risk Section -->
<div style="position: absolute; left: 0; top: 0; width: 30%; height: 100%; background: linear-gradient(90deg, #10b981, #34d399); border-radius: 4px 0 0 4px;"></div>
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<div style="text-align: center; color: #94a3b8; font-size: 0.875rem; margin-top: 5px;">0%</div>
</div>
<!-- 30% Marker -->
<div style="position: absolute; bottom: 0; left: 30%; transform: translateX(-50%);">
<div style="width: 2px; height: 12px; background: #94a3b8; margin: 0 auto;"></div>
<div style="text-align: center; color: #94a3b8; font-size: 0.875rem; margin-top: 5px;">30%</div>
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<!-- 60% Marker -->
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<div style="text-align: center; color: #94a3b8; font-size: 0.875rem; margin-top: 5px;">60%</div>
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<div style="text-align: center; color: #94a3b8; font-size: 0.875rem; margin-top: 5px;">100%</div>
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<div style="display: flex; gap: 1rem; flex-wrap: wrap; justify-content: space-between;">
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<h5 style="color: #10b981; margin-bottom: 0.25rem; font-size: 1.1rem;">Low Risk (0-30%)</h5>
<p style="font-size: 0.9rem; margin: 0; color: #e2e8f0;">Likely safe to use. Few or no suspicious elements detected.</p>
</div>
</div>
<!-- Medium Risk Card -->
<div style="flex: 1; min-width: 200px; background: rgba(245, 158, 11, 0.1); border-radius: 0.75rem; padding: 1rem; border-left: 4px solid #f59e0b; display: flex; align-items: center; gap: 1rem;">
<div style="width: 50px; height: 50px; border-radius: 50%; background: rgba(245, 158, 11, 0.2); display: flex; align-items: center; justify-content: center; flex-shrink: 0;">
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<h5 style="color: #f59e0b; margin-bottom: 0.25rem; font-size: 1.1rem;">Medium Risk (30-60%)</h5>
<p style="font-size: 0.9rem; margin: 0; color: #e2e8f0;">Use with caution. Several suspicious elements detected.</p>
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<!-- High Risk Card -->
<div style="flex: 1; min-width: 200px; background: rgba(239, 68, 68, 0.1); border-radius: 0.75rem; padding: 1rem; border-left: 4px solid #ef4444; display: flex; align-items: center; gap: 1rem;">
<div style="width: 50px; height: 50px; border-radius: 50%; background: rgba(239, 68, 68, 0.2); display: flex; align-items: center; justify-content: center; flex-shrink: 0;">
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<div>
<h5 style="color: #ef4444; margin-bottom: 0.25rem; font-size: 1.1rem;">High Risk (60-100%)</h5>
<p style="font-size: 0.9rem; margin: 0; color: #e2e8f0;">Avoid this site! Multiple fraud indicators detected.</p>
</div>
</div>
</div>
</div>
<h4>URL Features We Analyze</h4>
<ul>
<li>Domain length and entropy</li>
<li>Special character frequency</li>
<li>TLD (Top-Level Domain) risk score</li>
<li>Presence of suspicious elements (e.g., @, IP addresses, encoded characters)</li>
<li>URL length and structure</li>
<li>Suspicious domain naming patterns</li>
<li>Protocol security (HTTP vs HTTPS)</li>
</ul>
<h4>Suspicious Patterns Detection</h4>
<ul>
<li>Phishing indicators (e.g., login, password, verify in URLs)</li>
<li>Brand impersonation attempts</li>
<li>Redirect chains and cloaking techniques</li>
<li>Character substitution (e.g., using "0" instead of "o")</li>
<li>Abnormal subdomain structures</li>
<li>Keyword stuffing patterns</li>
<li>Deceptive URL shorteners</li>
</ul>
<h4>Domain Analysis</h4>
<ul>
<li>Domain age and registration details</li>
<li>Hosting location and provider reputation</li>
<li>SSL certificate validation</li>
<li>Traffic patterns and popularity signals</li>
<li>WHOIS data analysis</li>
<li>IP reputation assessment</li>
<li>Geographic risk analysis</li>
</ul>
<h4>Enhanced Content Security Analysis</h4>
<ul>
<li>Comprehensive HTML security analysis with VirusTotal-like scoring</li>
<li>Detection of insecure forms and password fields</li>
<li>Identification of obfuscated JavaScript</li>
<li>Analysis of iframe usage and external resources</li>
<li>Hidden field detection and analysis</li>
<li>Content-to-domain relevance scoring</li>
<li>Favicon authenticity checking</li>
<li>Phishing page template recognition</li>
</ul>
</div>
</div>
</div>
<!-- Technical Approach Section -->
<div id="technical-approach" class="content-card" data-aos="fade-up" data-aos-delay="400">
<h2>Technical Approach</h2>
<p class="section-intro">Our platform combines multiple advanced technologies to deliver accurate and comprehensive fraud detection.</p>
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<div class="approach-content">
<h3>Machine Learning</h3>
<p>Our core detection engine uses advanced machine learning models trained on millions of URLs to identify fraudulent patterns with high accuracy.</p>
<ul class="approach-list">
<li>TensorFlow-based neural networks</li>
<li>Feature extraction from URL components</li>
<li>Continuous model retraining and improvement</li>
<li>Ensemble models for reduced false positives</li>
</ul>
</div>
</div>
<div class="approach-card" data-aos="fade-up" data-aos-delay="500">
<div class="approach-icon">
<i class="fas fa-shield-alt"></i>
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<div class="approach-content">
<h3>Security Analysis</h3>
<p>Our comprehensive security analysis examines patterns in URLs, domains, and web content to identify potential threats.</p>
<ul class="approach-list">
<li>URL pattern recognition (40%)</li>
<li>Suspicious pattern detection (50%)</li>
<li>Domain age and reputation (10%)</li>
<li>Custom analysis algorithms</li>
</ul>
<div class="approach-note">
Our planned 2025 enhancement will implement VirusTotal-like content security analysis with detailed risk assessments.
</div>
</div>
</div>
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<div class="approach-content">
<h3>Real-time Intelligence</h3>
<p>We leverage real-time data sources to enhance our detection capabilities and provide up-to-date threat intelligence.</p>
<ul class="approach-list">
<li>Domain reputation databases</li>
<li>IP geolocation services</li>
<li>SSL certificate validation</li>
<li>WHOIS data analysis</li>
<li>Fast API-based analysis</li>
</ul>
</div>
</div>
</div>
</div>
<!-- Team Section -->
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<h2 class="section-title-special">Meet Our Team</h2>
<div class="section-title-divider"></div>
<p class="section-intro">Behind FraudTest is a talented individual combining expertise in machine learning, cybersecurity, and software development to create innovative solutions for online fraud detection.</p>
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<span>Security Expert</span>
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<h3 class="team-name">Khoo Kian Hong</h3>
<p class="team-role">Final Year Student, Security Technology Specialist</p>
<div class="team-divider"></div>
<p class="team-bio">
As the developer of FraudTest, Kian Hong brings expertise in machine learning and cybersecurity to create innovative solutions for detecting fraudulent websites. With a strong foundation in AI-based security systems and web application development, he designed and implemented this comprehensive fraud detection platform as part of his final year project.
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<p>&copy; 2024 FraudTest - Advanced Fraud Detection Platform | Final Year Project</p>
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