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<!DOCTYPE html>
<html lang="en" style="height: 100%;">
<head>
<title>CoCoS</title>
<link rel="shortcut icon" type="images/favicon1" href="images/faiconc.svg"/>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-EVSTQN3/azprG1Anm3QDgpJLIm9Nao0Yz1ztcQTwFspd3yD65VohhpuuCOmLASjC" crossorigin="anonymous">
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js" integrity="sha384-MrcW6ZMFYlzcLA8Nl+NtUVF0sA7MsXsP1UyJoMp4YLEuNSfAP+JcXn/tWtIaxVXM" crossorigin="anonymous"></script>
<link rel="stylesheet" href="main.css">
<script src="bootstrap/js/bootstrap.min.js"></script>
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Barlow:wght@300;400&family=Montserrat:wght@100;400;700&family=Poppins&family=Roboto&display=swap" rel="stylesheet">
<script src="https://kit.fontawesome.com/36c7e64820.js" crossorigin="anonymous"></script>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/fontawesome.min.css" integrity="sha512-8Vtie9oRR62i7vkmVUISvuwOeipGv8Jd+Sur/ORKDD5JiLgTGeBSkI3ISOhc730VGvA5VVQPwKIKlmi+zMZ71w==" crossorigin="anonymous" referrerpolicy="no-referrer" />
</head>
<body>
<header>
<!-- NAVBAR -->
<nav class="navbar navbar-expand-lg py-5 py-lg-5 navbar-light">
<div class="container-fluid">
<a class="navbar-brand" href="index.html" style="padding-right: 10%;"><img src="images/cocos_logo-01.png" alt="Logo"></a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#main_nav">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="main_nav">
<ul class="navbar-nav">
<li class="nav-item"><a class="nav-link" href="solution.html">Solution</a></li>
<li class="nav-item"><a class="nav-link" href="usecases.html">UseCases</a></li>
<li class="nav-item"><a class="nav-link" href="about.html">About</a></li>
<li class="nav-item"><a class="nav-link" href="resources.html">Resources</a></li>
<li class="nav-item"><a class="nav-link" href="contact.html">Contact</a></li>
</ul>
</div> <!-- navbar-collapse.// -->
</div> <!-- container-fluid.// -->
</nav>
</header>
<div class="container-fluid">
<div class="row headerrow">
<div class="col-lg-7 col-md-12 col-sm-12">
<!-- Header -->
<h1 class="display-4" style="padding-bottom: 5% ; padding-top: 10%; font-weight: 700;"><b>Collaborative AI on private data</b></h1>
<p>CoCoS.ai (Confidential Computing System for AI) lets you run AI/ML workloads
on combined datasets from multiple organizations while guaranteeing the privacy and security
of the data and the algorithms. Data is always encrypted, protected by hardware secure enclaves
(Trusted Execution Environments), attested via secure remote attestation protocols, and invisible
to cloud processors or any other 3rd party to which computation is offloaded.</p>
<div style="padding-top: 5%;">
<a href="solution.html" class="btn btn-dark btn-lg">Learn more</a>
</div>
</div>
<div class="col-lg-5 col-md-12 col-sm-12">
<img class="img-fluid mx-auto" src="images/Collaborative AI.drawio.svg" style="height: 100%; padding-top: 13%;">
</div>
</div>
</div>
<div class="container-fluid">
<div class="row descriptionrow">
<div class="col-lg-12">
<!-- Project Description -->
<h1 class="display-4" style="font-weight: 700; text-align: center; padding-top: 15%; padding-bottom: 3%;"><b>Confidential Computing</b></h1>
<p>CoCoS.ai is an innovative project funded by the Serbian government’s
Innovation Fund (Collaborative Grant Scheme Program, project ID 50314). The awarded consortium is a collaboration
between two member organizations: <a href="https://ultraviolet.rs/" style="color: #000000; text-decoration: underline; text-decoration-thickness: 2px;text-underline-offset: 0.2em;">Ultraviolet</a>, which comes from the software and cloud security industry,
and <a href="https://www.etf.bg.ac.rs/" style="color: #000000; text-decoration: underline; text-decoration-thickness: 2px;text-underline-offset: 0.2em;">ETF University of Belgrade</a>, department of data protection and security, which is an academic partner.</p>
</div>
</div>
</div>
<div class="container-fluid">
<div class="row borderrow">
<div class="col col-lg-6 col-md-12 col-sm-12">
<div class="borderbox">
<a href="https://ultraviolet.rs/"><img src="images/UltraViolet_logo-04.png" class="center" alt="..." style="display: block;"></a>
<p style="padding-top: 10%;"><b><a href="https://ultraviolet.rs/" style="color: #000000; text-decoration: underline; text-decoration-thickness: 2px;text-underline-offset: 0.2em;">Ultraviolet</b></a> is a technology company formed in 2015. to offer specialized high-tech services in the domain of cybersecurity. The company is focused on confidential computing methodologies in the domains of cloud, telecom and AI/ML.<br><br></p>
</div>
</div>
<div class="col col-lg-6 col-md-12 col-sm-12">
<div class="borderbox">
<a href="https://www.etf.bg.ac.rs/#gsc.tab=0"><img src="images/logo-sr-449e87364798e04e5b9e49e085f8ca26f431ecf6bf7aa458926b23fa1836b640.png" class="center" alt="..." style="display: block;"></a>
<p style="padding-top: 10%;"><b><a href="https://www.etf.bg.ac.rs/" style="color: #000000; text-decoration: underline; text-decoration-thickness: 2px;text-underline-offset: 0.2em;">The University of Belgrade School of Electrical Engineering</b></a> is one of Serbia's most important and influential academic institutions. It is the largest engineering faculty in the region and one of the largest engineering faculties in Europe.</p>
</div>
</div>
</div>
</div>
<div class="container-fluid">
<div class="row">
<div class="col-12">
<p style="padding-top: 6%;">CoCoS.ai is a distributed, microservice-based solution in the
cloud that enables confidential and privacy-preserving AI/ML, i.e. execution
of model training and algorithm inference on confidential data sets.
Privacy-preservation is considered a “holy grail” of AI. It opens
many possibilities, among which is a collaborative, trustworthy AI.Final
product enables data scientists to train AI and ML models on confidential
data that is never revealed, and can be used for Secure Multi-Party
Computation (SMPC). AI/ML on combined data sets that come from
different sources will unlock huge value.</p>
</div>
</div>
</div>
<div class="container-fluid">
<div class="row howitworksrow">
<h1 class="display-4" style="font-weight: 700;padding-bottom: 5%;"><b>How it works</b></h1>
<div class="col-lg-2"></div>
<div class="col-lg-3 col-md-12 col-sm-12">
<img class="img-fluid mx-auto" data-src="holder.js/500x500/auto" alt="500x500"src="images/icons_Conortium.jpg" style="height: 90%;">
</div>
<div class="col-lg-5 col-md-12 col-sm-12" style="padding-top: 8%;">
<p><b>STEP 1</b> - Consortium is created for confidential collaborative AI/ML computations</p>
</div>
<div class="col-lg-2"></div>
<div class="col-lg-2"></div>
<div class="col-lg-3 col-md-12 col-sm-12">
<img class="img-fluid mx-auto" data-src="holder.js/500x500/auto" alt="500x500"src="images/icons_trained model.jpg" style="height: 90%;">
</div>
<div class="col-lg-5 col-md-12 col-sm-12" style="padding-top: 8%;">
<p><b>STEP 2</b> - Organizations upload their encrypted data sets into a secure enclave</p>
</div>
<div class="col-lg-2"></div>
<div class="col-lg-2"></div>
<div class="col-lg-3 col-md-12 col-sm-12">
<img class="img-fluid mx-auto" data-src="holder.js/500x500/auto" alt="500x500"src="images/icons_upload.jpg" style="height: 90%;">
</div>
<div class="col-lg-5 col-md-12 col-sm-12" style="padding-top: 8%;">
<p><b>STEP 3</b> - AI companies deploy algorithms on the combined data sets without ever seeing data (data is decrypted only in the secure enclave where the algorithm is applied)</p>
</div>
<div class="col-lg-2"></div>
<div class="col-lg-2"></div>
<div class="col-lg-3 col-md-12 col-sm-12">
<img class="img-fluid mx-auto" data-src="holder.js/500x500/auto" alt="500x500"src="images/icons_data.jpg" style="height: 90%;">
</div>
<div class="col-lg-5 col-md-12 col-sm-12" style="padding-top: 8%;">
<p><b>STEP 4</b> - Only insight or trained model is brought back to AI company, never raw data</p>
</div>
<div class="col-lg-2"></div>
</div>
</div>
<div class="container-fluid px-4 py-5" id="featured-3">
<h1 class="display-4" style="font-weight: 700;"><b>Features</b></h1>
<div class="row featurerow g-4 py-5 row-cols-1 row-cols-lg-3">
<div class="feature col-lg-4">
<div class="feature-icon">
<i class="fas fa-brain"></i>
</div>
<h2 style="text-align: center;">Privacy-preserving AI/ML</h2>
</div>
<div class="feature col-lg-4">
<div class="feature-icon">
<i class="fas fa-sitemap"></i>
</div>
<h2 style="text-align: center;">Secure multi-party computation</h2>
</div>
<div class="feature col-lg-4">
<div class="feature-icon">
<i class="fas fa-cloud"></i>
</div>
<h2 style="text-align: center;">Public and private cloud (on-prem)</h2>
</div>
</div>
<div class="row featurerow g-4 py-5 row-cols-1 row-cols-lg-3">
<div class="feature col-lg-4">
<div class="feature-icon">
<i class="fas fa-server"></i>
</div>
<h2 style="text-align: center;">Menaged service</h2>
</div>
<div class="feature col-lg-4">
<div class="feature-icon">
<i class="fas fa-database"></i>
</div>
<h2 style="text-align: center;">Federated AI/ML</h2>
</div>
<div class="feature col-lg-4">
<div class="feature-icon">
<i class="fas fa-gear"></i>
</div>
<h2 style="text-align: center;">API's and SDK's</h2>
</div>
</div>
</div>
</body>
<footer id="footer" class="w-100 py-4 flex-shrink-0">
<div class="container-fluid" style="border-top: 1px solid #474747;padding-top: 5%; text-align: center;">
<div class="row" style="border-bottom: 1px solid #474747;padding-bottom: 5%;">
<div class="col-lg-6" style="padding-top: 15px;">
<h5><b>Subscribe to Our Newsletter</b></h5>
</div>
<div class="col-lg-6">
<!-- Begin Mailchimp Signup Form -->
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<div class="container-fluid py-4">
<div class="row gy-4 gx-5">
<div class="col-lg-4 col-md-6">
<h4>Useful Links</h4>
<ul class="navbar-nav">
<ul><li class="nav-item"><a class="nav-link" href="index.html">Home</a></li></ul>
<ul><li class="nav-item"><a class="nav-link" href="solution.html">Solution</a></li></ul>
<ul><li class="nav-item"><a class="nav-link" href="usecases.html">Use-Cases</a></li></ul>
<ul><li class="nav-item"><a class="nav-link" href="about.html">About</a></li></ul>
<ul><li class="nav-item"><a class="nav-link" href="resources.html">Resources</a></li></ul>
<ul><li class="nav-item"><a class="nav-link" href="contact.html">Contact</a></li></ul>
</ul>
</div>
<div class="col-lg-4 col-md-6">
<h4>Features</h4>
<ul class="navbar-nav">
<ul><li class="nav-item" style="padding-bottom: 3%;padding-top: 2%;">Privacy-preserving AI/ML</li></ul>
<ul><li class="nav-item" style="padding-top: 3%;">Federated AI/ML</a></li></ul>
<ul><li class="nav-item" style="padding-top: 5%;">Easy deployment</a></li></ul>
<ul><li class="nav-item" style="padding-top: 5%;">Secure multi-party computation</a></li></ul>
<ul><li class="nav-item" style="padding-top: 6%;">Public and private cloud (on-prem)</a></li></ul>
</ul>
</div>
<div class="col-lg-4 col-md-6 footer-contact">
<h4>Contact Us</h4>
<p>Bulevar Arsenija Čarnojevića 103/4<br>11000 Belgrade<br>Serbia<br><br><strong>Email:</strong><a href="mailto:[email protected]" style="color: #000000; text-decoration: underline; text-decoration-thickness: 2px;text-underline-offset: 0.2em;"> [email protected]</a><br></p>
</div>
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</div>
<div class="container-fluid">
<div class="row">
<div class="col-lg-7 col-12"><p style="margin-left:1rem ;">The project is financed by the Innovation Fund from the budget of the Republic of Serbia from
the division of the Ministry of Education, Science and Technological Development.</p>
</div>
<div class="col-lg-3 col-6">
<img class="img-fluid mx-auto" alt="500x500" src="images/fid-logo-rs-cir.svg" style="height: 70%;">
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