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emailsec.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>John Rex - Web Designer and Front-end Developer</title>
<!-- Favicons
================================================== -->
<link rel="shortcut icon" href="img/favicon.ico" type="image/x-icon">
<link rel="icon" href="img/favicon.ico" type="image/x-icon">
<!-- / Favicons
================================================== -->
<!-- >> CSS
============================================================================== -->
<link href="vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<!-- Google Web Fonts -->
<link href='https://fonts.googleapis.com/css?family=Montserrat:400,700' rel='stylesheet' type='text/css'>
<!-- Font Awesome -->
<link href="vendor/font-awesome/css/font-awesome.min.css" rel="stylesheet">
<!-- animate.css -->
<link href="vendor/animate.css" rel="stylesheet">
<!-- Nivo Lightbox -->
<link href="vendor/nivo-lightbox/nivo-lightbox.css" rel="stylesheet">
<link rel="stylesheet" href="vendor/nivo-lightbox/themes/default/default.css" type="text/css" />
<!-- /Nivo Lightbox --><!-- Perfect ScrollBar -->
<link href="vendor/perfect-scrollbar/css/perfect-scrollbar.min.css" rel="stylesheet">
<!-- owl carousel -->
<link href="vendor/owl.carousel/owl-carousel/owl.carousel.css" rel="stylesheet">
<link href="vendor/owl.carousel/owl-carousel/owl.theme.css" rel="stylesheet">
<!-- Main Styles -->
<link href="css/styles.css" rel="stylesheet">
<!-- >> /CSS
============================================================================== -->
</head>
<body>
<!-- Main Content
================================================== -->
<section id="body" class="">
<div class="container">
<!-- Header -->
<div class="vcard-header vcard-header-single">
<a href="index.html" class="btn btn-default"><i class="fa fa-arrow-left"></i> Back to home</a>
</div>
<!-- /Header -->
<!-- SECTION: vCard Body -->
<div class="section-vcardbody section-home" id="section-home">
<!-- Content -->
<!-- Blog Posts -->
<div class="blog-single-post" id="blogPost">
<!-- post image -->
<div class="post-header-image">
<img src="img/tipeimg.jpg" alt="">
</div>
<!-- /post-image -->
<!-- post title -->
<h2 class="blog-single-title title-border">Emails security : Naive Bayes spam filtering</h2>
<h5 class="blog-ml-title title-border">Machine learning</h5>
<!-- /post title -->
<!-- post content -->
<div class="blog-single-content">
<p>As part of the evaluation test of the personal initiative work (TIPE), I worked on the subject: "The security of emails: Bayesian filter of SPAM. First, I presented the problematic by exposing the spam as a threat against which it is necessary to fight, then I explained the method of Bayesian filter of the spam and its mathematical modeling, then I had studied a computer simulation, by applying the algorithmic approach of the Bayesian filter of the spam on a large quantity of emails while using techniques of the automatic learning.</p>
<p> Références :
<ul>
<li>Qijia Wei : <a href="https://aip.scitation.org/doi/pdf/10.1063/1.5038979">Understanding of the naive Bayes classifier in spam filtering </a></li>
<li>Dilip Kumar : <a href="https://www.kaggle.com/dilip990/spam-ham-detection-using-naive-bayes-classifier">Spam/ham detection using Naive bayes Classifier </a></li>
<li><a href="https://www.kaggle.com/karthickveerakumar/spam-filter">Dataset </a> </li>
</ul>
<p> You can consult the presentation here : (French version ) <a href="https://drive.google.com/file/d/1vJ9Twyy0xU-k__o6a4zv6u8hCt_4-o8L/view?usp=sharing">Tipe presentation</a> </p>
</p>
</div>
<!-- /post content -->
<!--=== Blog Comments -->
<div class="blog-comments">
<hr>
<!-- /Blog Posts -->
<!-- /Content -->
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</div>
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</div>
</section>
<!-- /Main Content
================================================== -->
<!-- >> JS
============================================================================== -->
<!-- jQuery (necessary for Bootstrap's JavaScript plugins) -->
<script src="vendor/jquery.min.js"></script>
<!-- Include all compiled plugins (below), or include individual files as needed -->
<script src="vendor/bootstrap/js/bootstrap.min.js"></script>
<script src="vendor/validate.js"></script>
<!-- Holder JS -->
<script src="vendor/holder.js"></script>
<!-- Modal box-->
<script src="vendor/nivo-lightbox/nivo-lightbox.min.js"></script>
<!-- /Modal Box -->
<!-- Perfect ScrolBar -->
<script src="vendor/perfect-scrollbar/js/min/perfect-scrollbar.jquery.min.js"></script>
<!-- /Perfect ScrolBar -->
<!-- Owl Caroulsel -->
<script src="vendor/owl.carousel/owl-carousel/owl.carousel.js"></script>
<!-- Google Maps -->
<script src="http://maps.google.com/maps/api/js?sensor=false"></script>
<!-- Cross-browser -->
<script src="vendor/cross-browser.js"></script>
<!-- Main Scripts -->
<script src="js/main2.js"></script>
<script>
(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
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})(window,document,'script','//www.google-analytics.com/analytics.js','ga');
ga('create', 'UA-68192027-1', 'auto');
ga('send', 'pageview');
</script>
<!-- HTML5 Shim and Respond.js IE8 support of HTML5 elements and media queries -->
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<script src="vendor/html5shiv.js"></script>
<script src="vendor/respond.min.js"></script>
<![endif]-->
<!-- >> /JS
============================================================================= -->
</body>
</html>