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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<title>Private AI Generated Text Detection</title>
<link rel="icon" type="image/x-icon" href="favicon.ico">
<style>
@import url('https://fonts.googleapis.com/css2?family=Telegraf:wght@400;500;600;700&display=swap');
:root {
/* palette tuned to match screenshot */
--white: #ffffff;
--black: #000000;
--grey-025: #f5f5f5;
--grey-050: #f0f0f0;
--grey-100: #e8e8e8;
--grey-200: #e0e0e0; /* button & border base */
--grey-300: #d4d4d4; /* button hover */
--container-max: 1200px;
--shadow-sm: 0 2px 4px rgba(0,0,0,0.06);
--spacing-unit: 8px;
}
/* reset */
*, *::before, *::after { margin:0; padding:0; box-sizing:border-box; }
body {
font-family: 'Telegraf', sans-serif;
background: var(--white); /* removed yellow */
color: var(--black);
line-height: 1.5;
font-weight: 400;
}
/* general copy */
.explanation-text {
font-size: 1.3rem;
line-height: 1.6;
margin-bottom: calc(var(--spacing-unit) * 4);
}
.explanation-text a {
color: var(--black);
text-decoration: underline;
font-weight: 500;
}
.explanation-text a:hover {
opacity: 0.8;
}
/* navbar */
.navbar {
display: flex;
justify-content: space-between;
align-items: center;
padding: calc(var(--spacing-unit) * 3) calc(var(--spacing-unit) * 4);
max-width: var(--container-max);
margin-inline: auto;
}
.logo {
height: 120px;
}
.contact-btn {
border: none; /* no thick outline */
background: var(--grey-200); /* light grey like screenshot */
color: var(--black);
padding: calc(var(--spacing-unit) * 1.5) calc(var(--spacing-unit) * 3);
border-radius: 6px;
font-size: 1rem;
font-weight: 600;
font-family: 'Telegraf', sans-serif;
cursor: pointer;
transition: background .2s ease;
text-decoration: none;
display: inline-block;
}
.contact-btn:hover {
background: var(--grey-300); /* subtle hover */
}
/* hero */
.hero {
display: grid;
gap: calc(var(--spacing-unit) * 6);
align-items: center;
max-width: var(--container-max);
margin: calc(var(--spacing-unit) * 4) auto calc(var(--spacing-unit) * 10);
padding-inline: calc(var(--spacing-unit) * 4);
grid-template-columns: 1fr;
}
.hero h1 {
font-size: clamp(3rem, 6vw, 4.5rem);
font-weight: 700;
margin-bottom: calc(var(--spacing-unit) * 3);
letter-spacing: -0.03em;
line-height: 1.1;
}
.hero p {
font-size: 1.4rem;
max-width: 45ch;
font-weight: 400;
line-height: 1.5;
}
.hero-diagram {
background: var(--white);
border: 1px solid var(--grey-200); /* lighter border */
border-radius: 4px;
padding: calc(var(--spacing-unit) * 4);
box-shadow: none; /* removed strong shadow */
width: 100%;
min-height: 400px;
display: flex;
align-items: center;
justify-content: center;
}
.hero-diagram .mermaid {
max-width: 100%;
font-family: 'Telegraf', sans-serif;
font-size: 1.2rem;
}
/* wizard */
main {
max-width: var(--container-max);
margin: 0 auto calc(var(--spacing-unit) * 12);
padding: 0 calc(var(--spacing-unit) * 4);
}
.section-title {
font-size: 3rem;
font-weight: 700;
margin-bottom: calc(var(--spacing-unit) * 6);
text-align: center;
letter-spacing: -0.02em;
}
.cards-wrapper {
display: grid;
gap: calc(var(--spacing-unit) * 6);
grid-template-columns: 1fr;
}
.card {
background: var(--white);
border: 1px solid var(--grey-200); /* lighter soft border */
border-radius: 6px;
box-shadow: none; /* no drop shadow */
padding: calc(var(--spacing-unit) * 4);
min-height: 280px;
display: flex;
flex-direction: column;
transition: background 0.2s ease;
}
.card:hover {
background: var(--grey-025);
}
.card h2 {
margin-bottom: calc(var(--spacing-unit) * 3);
font-size: 1.8rem;
font-weight: 700;
letter-spacing: -0.01em;
height: 30px;
}
.card-content {
flex: 1;
display: flex;
flex-direction: column;
gap: calc(var(--spacing-unit) * 2);
}
.controls {
display: flex;
align-items: center;
gap: calc(var(--spacing-unit) * 1.5);
min-height: 40px;
}
textarea {
width: 100%;
padding: calc(var(--spacing-unit) * 1.5) calc(var(--spacing-unit) * 2);
border: 1px solid var(--grey-200);
border-radius: 4px;
font-family: 'Telegraf', sans-serif;
font-size: 1.2rem;
resize: vertical;
background: var(--white);
min-height: 60px;
transition: border-color 0.2s ease;
font-weight: 500;
}
textarea:focus {
outline: none;
border-color: var(--grey-300);
}
.btn {
border: none; /* flat buttons */
background: var(--grey-200);
color: var(--black);
font-weight: 600;
padding: calc(var(--spacing-unit) * 1.5) calc(var(--spacing-unit) * 3);
min-width: 160px;
font-size: 1.2rem;
font-family: 'Telegraf', sans-serif;
border-radius: 6px;
cursor: pointer;
transition: background 0.2s ease;
display: inline-flex;
align-items: center;
justify-content: center;
gap: calc(var(--spacing-unit) * 1);
white-space: nowrap;
letter-spacing: -0.01em;
}
.btn:hover:not(:disabled) {
background: var(--grey-300);
}
.btn:disabled {
opacity: .5;
cursor: not-allowed;
}
.btn-discrete {
background: transparent;
border: 1px solid var(--grey-200);
min-width: auto;
padding: calc(var(--spacing-unit) * 1) calc(var(--spacing-unit) * 1.5);
font-size: 0.9rem;
opacity: 0.7;
transition: all 0.2s ease;
}
.btn-discrete:hover:not(:disabled) {
background: var(--grey-100);
opacity: 1;
border-color: var(--grey-300);
}
.status {
font-size: 1.2rem;
color: var(--black);
flex: 1;
font-weight: 500;
}
.loader {
width: 20px;
height: 20px;
border: 3px solid transparent;
border-top: 3px solid var(--black);
border-right: 3px solid var(--black);
border-radius: 50%;
animation: spin 1s linear infinite;
flex-shrink: 0;
}
@keyframes spin { to { transform: rotate(360deg);} }
#encIcon {
font-size: 1.25rem;
flex-shrink: 0;
}
footer {
font-size: 1.2rem;
text-align: center;
padding: calc(var(--spacing-unit) * 6) calc(var(--spacing-unit) * 2);
color: var(--black);
font-weight: 500;
}
.visually-hidden { position: absolute !important; height: 1px; width: 1px; overflow: hidden; clip: rect(1px,1px,1px,1px); white-space: nowrap; }
/* Result styling */
#decResult {
font-family: 'Telegraf', sans-serif;
padding: calc(var(--spacing-unit) * 3);
background: var(--grey-050);
border: 1px solid var(--grey-200);
border-radius: 6px;
min-height: 80px;
display: flex;
flex-direction: column;
justify-content: center;
align-items: center;
gap: calc(var(--spacing-unit) * 1);
font-weight: 600;
font-size: 1.4rem;
text-align: center;
}
#decResult:not(:empty) {
color: var(--black);
}
.watermark-flag {
font-size: 2rem;
font-weight: 700;
margin-bottom: calc(var(--spacing-unit) * 1);
}
.watermark-score {
font-size: 1.2rem;
font-weight: 500;
opacity: 0.8;
}
/* Result type styling */
.watermark-flag.inconclusive {
color: #f57c00;
}
.watermark-flag.watermarked {
color: #2e7d32;
}
.watermark-flag.ai-generated {
color: #1976d2;
}
/* Progress bar styling */
.progress-container {
width: 100%;
background: var(--grey-100);
border-radius: 4px;
height: 12px;
margin: calc(var(--spacing-unit) * 2) 0;
overflow: hidden;
border: 1px solid var(--grey-200);
}
.progress-bar {
height: 100%;
background: var(--black);
border-radius: 3px;
transition: width 0.3s ease;
width: 0%;
}
.processing-note {
font-size: 0.9rem;
color: var(--black);
opacity: 0.7;
line-height: 1.4;
margin-bottom: calc(var(--spacing-unit) * 2);
}
/* Responsive adjustments */
@media (max-width: 968px) {
.hero {
grid-template-columns: 1fr;
gap: calc(var(--spacing-unit) * 4);
}
.hero-diagram {
min-height: 300px;
}
}
@media (max-width: 768px) {
.cards-wrapper {
gap: calc(var(--spacing-unit) * 2);
}
.card {
padding: calc(var(--spacing-unit) * 3);
}
.btn {
min-width: 140px;
padding: calc(var(--spacing-unit) * 1.25) calc(var(--spacing-unit) * 2.5);
}
.hero h1 {
font-size: 2.5rem;
}
.section-title {
font-size: 2rem;
}
}
</style>
<!-- external scripts -->
<script type="module" src="https://belladoreai.github.io/llama3-tokenizer-js/bundle/llama3-tokenizer-with-baked-data.js"></script>
</head>
<body>
<!-- Hero -->
<header class="hero" role="banner">
<div class="hero-copy">
<h1>Private AI Generated Text Detection</h1>
<!-- 1 — Why it matters -->
<p class="explanation-text">
AI models can embed an invisible <strong>watermark</strong> – a tiny cryptographic
signature hidden in the text – that proves the text came from them.
This demo shows you can <em>detect</em> such a watermark
while your words stay fully encrypted in your browser, thanks to
<a href="https://www.zama.ai/" target="_blank">Fully Homomorphic Encryption&nbsp;(FHE)</a>.
</p>
<!-- 2 — How it works in plain English -->
<p class="explanation-text">
• Your text is encrypted locally.<br>
• Our server runs a watermark detector on the ciphertext.<br>
• Because of FHE, the server never sees the plaintext. Neither does it learn whether you text is
"watermarked" or "not watermarked."
</p>
<!-- 3 — Scope of the demo -->
<p class="explanation-text">
In this prototype we look for the
<a href="https://deepmind.google/science/synthid/" target="_blank">Google SynthID</a> watermark
as a real-world example.
<strong>No watermark</strong> simply means "no SynthID detected" — the text
might still be human-written or AI-generated without that specific mark.
</p>
</div>
</header>
<!-- Wizard Steps -->
<main>
<div class="cards-wrapper">
<!-- 1 Keys -->
<section class="card" aria-labelledby="step1">
<h2 id="step1">1. Keys</h2>
<div class="card-content">
<div class="controls" style="margin-top: 0;">
<p id="keygenStatus" class="status" aria-live="polite">Generate new keys and send them to the server (requires a 130MB upload). Keys can then be loaded (instantly).</p>
<span id="keygenSpin" class="loader" hidden aria-label="Generating keys"></span>
</div>
<div style="display:flex; gap:var(--spacing-unit); margin-top:auto; flex-wrap: wrap;">
<button id="btnKeygen" class="btn" aria-describedby="keygenStatus">🔑 Generate new keys</button>
<button id="btnLoadSaved" class="btn" aria-describedby="keygenStatus">🗝️ Load saved keys</button>
<button id="btnDeleteKeys" class="btn btn-discrete" aria-describedby="keygenStatus">🗑️ Delete saved keys</button>
</div>
</div>
</section>
<!-- 2 Encrypt -->
<section class="card" aria-labelledby="step2">
<h2 id="step2">2. Encrypt text</h2>
<div class="card-content">
<div class="controls">
<p id="tokenizerStatus" class="status" aria-live="polite" style="display: none;">Loading tokenizer...</p>
<span id="tokenizerSpin" class="loader" hidden aria-label="Loading tokenizer"></span>
</div>
<label for="tokenInput" class="visually-hidden">Text to encrypt</label>
<textarea id="tokenInput" rows="2" placeholder="Enter text to encrypt or use the example below" autocomplete="off"></textarea>
<div style="display: flex; gap: calc(var(--spacing-unit) * 1); margin-bottom: calc(var(--spacing-unit) * 2); flex-wrap: wrap; align-items: center;">
<button id="btnWatermarked" class="btn" style="min-width: auto; padding: calc(var(--spacing-unit) * 1) calc(var(--spacing-unit) * 1.5); font-size: 1rem;">✨ Load sample AI text</button>
</div>
<div class="controls" style="margin-top: auto;">
<button id="btnEncrypt" class="btn" disabled>🛡️ Encrypt</button>
<span id="encryptSpin" class="loader" hidden aria-label="Encrypting"></span>
<span id="encIcon" hidden aria-label="Encrypted">🔒</span>
<span id="encStatus" class="status"></span>
</div>
</div>
</section>
<!-- 3 Send -->
<section class="card" aria-labelledby="step3">
<h2 id="step3">3. Send to server</h2>
<div class="card-content">
<div class="processing-note" id="processingNote" hidden>
<strong>Estimated processing time:</strong> <span id="estimatedTime">0</span> seconds
</div>
<div>
<p id="srvStatus" class="status" aria-live="polite">Waiting for encrypted data… (server processing can take several minutes)</p>
<p id="srvComputing" class="status" aria-live="polite" hidden>Server computing…</p>
</div>
<div class="progress-container" id="progressContainer" hidden>
<div class="progress-bar" id="progressBar"></div>
</div>
<div class="controls" style="margin-top: auto;">
<button id="btnSend" class="btn" disabled>📡 Send</button>
<span id="spin" class="loader" hidden aria-label="Working"></span>
</div>
</div>
</section>
<!-- 4 Result -->
<section class="card" aria-labelledby="step4">
<h2 id="step4">4. Result</h2>
<div class="card-content">
<p id="decResult" aria-live="polite" style="flex: 1;"></p>
<div class="controls" style="margin-top: auto;">
<button id="btnDecrypt" class="btn" disabled>🔓 Decrypt</button>
</div>
<div class="disclaimer" style="margin-top: calc(var(--spacing-unit) * 3); font-size: 0.9rem; color: var(--black); opacity: 0.7; line-height: 1.5;">
<p><strong>Note about reliability:</strong> AI text detection works best with longer passages (100+ tokens). In this demo, input is limited to 16 tokens for performance, which may affect accuracy. Reliability improves significantly with 10+ tokens but is less reliable on very short snippets.</p>
</div>
</div>
</section>
</div>
</main>
<footer>© 2025 Zama — Demo only, not for production use.</footer>
<script type="module" src="wasm-demo.js"></script>
<script>
// Hide tokenizer status on load
window.addEventListener('DOMContentLoaded', () => {
const tokenizerStatus = document.getElementById('tokenizerStatus');
if (tokenizerStatus) {
tokenizerStatus.style.display = 'none';
}
});
</script>
</body>
</html>