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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="François Labrèche's homepage">
<meta name="author" content="François Labrèche">
<title>François Labrèche's homepage</title>
<!-- Bootstrap core CSS -->
<link href="vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<!-- Custom styles for this template -->
<link href="css/modern-business.css" rel="stylesheet">
</head>
<body>
<!-- Navigation -->
<nav class="navbar fixed-top navbar-expand-lg navbar-dark bg-dark fixed-top">
<a class="navbar-brand" href="index.html">Home</a>
<button class="navbar-toggler navbar-toggler-right" type="button" data-toggle="collapse" data-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link" href="#publications">Publications</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#groups-and-activities">Groups/activities</a>
</li>
<!--<li class="nav-item">
<a class="nav-link" href="">Github</a>
</li>-->
</ul>
</div>
</nav>
<br />
<!-- Page Content -->
<div class="container">
<!-- Features Section -->
<div class="row">
<div class="col-lg-8">
<h2>François Labrèche, PhD</h2>
<p>Data Scientist at Secureworks</p>
<h4>Contact</h4>
<p class="card-text"><strong>Email</strong><br />f.labreche (at) secureworks.com</p>
<h4>About me</h4>
<p class="card-text">I am currently a data scientist working at Secureworks. I obtained my PhD at École Polytechnique de Montréal, under the supervision of José Fernandez (École Polytechnique) and Gianluca Stringhini (Boston University).</p>
</div>
<div class="col-lg-4">
<img class="img-fluid rounded" src="img/profile.jpg" alt="">
</div>
</div>
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<hr>
<!-- Activities Section -->
<h2><a name="research-interests">Research interests</a></h2>
<div class="row mb-4">
<div class="col-md-12">
<p>My current research avenues are the prioritization of security vulnerabilities and the detection and mitigation of malicious attacks. My previous research projects include the various aspects of the malicious infection chain, notably the detection of spam in social networks, malicious infrastructure classification through redirection chains, exploit kit and downloader analysis, and click fraud.</p>
</div>
</div>
<hr>
<!-- Publications Section -->
<h2><a name="publications">Publications</a></h2>
<div class="row mb-4">
<div class="col-md-12">
<p><a href="https://ceur-ws.org/Vol-3391/paper8.pdf">Threat Class Predictor: An explainable framework for predicting vulnerability threat using topic and trend modeling</a><br />François Labrèche, Serge-Olivier Paquette. In Proceedings of the 2022 Conference on Applied Machine Learning in Information Security (CAMLIS), Arlington, VA, USA, 2022.</p>
<p><a href="https://dl.acm.org/doi/abs/10.1145/3538969.3544435">Shedding Light on the Targeted Victim Profiles of Malicious Downloaders</a><br />François Labrèche, Enrico Mariconti, Gianluca Stringhini. In Proceedings of the 17th International Conference on Availability, Reliability and Security (ARES '22 - IWCC), Vienna, Austria, 2022.</p>
<p><a href="https://publications.polymtl.ca/6638/">Better Understanding Malware through a Deep Analysis of the Infection Chain</a><br />François Labrèche. PhD thesis, École Polytechnique de Montréal, Montréal, Canada, 2021.</p>
<p><a href="https://dl.acm.org/citation.cfm?id=3134055">POISED: Spotting Twitter Spam Off the Beaten Paths</a><br />Shirin Nilizadeh, François Labrèche, Alireza Sedighian, Ali Zand, José Fernandez, Gianluca Stringhini, Christopher Kruegel, Giovanni Vigna. In Proceedings of ACM Conference on Computer and Communications Security (CCS '17), Texas, USA, 2017.</p>
<p><a href="http://ieeexplore.ieee.org/abstract/document/7907001/">Follow the traffic: stopping click fraud by disrupting the value chain</a><br />Matthieu Faou, Antoine Lemay, David Decary-Hetu, Joan Calvet, François Labrèche, Militza Jean, Benoit Dupont, and Jose Fernandez. Privacy, Security and Trust 2016, 2016.</p>
</div>
</div>
<hr>
<!-- Activities Section -->
<h2><a name="groups-and-activities">Groups and activities</a></h2>
<div class="row mb-4">
<div class="col-md-12">
<p><strong>NorthSec</strong>
<br /><a href="https://nsec.io/">NorthSec</a> is a computer security event in Montreal with training sessions, conferences and a Capture The Flag.
<p><strong>Previous : Montréhack</strong>
<br />A free IT security workshop hosted on every third Wednesday of the month, where participants solve technical security challenges.
<br /><a href="http://montrehack.ca/">Montréhack.ca</a>
<br /><a href="https://github.com/montrehack/montrehack.github.com/">Github</a></p>
<p><strong>Speaker</strong>
<br />CAMLIS 2022 (Arlington VA)
<br />BSides Montreal 2021
<br />UCL Seminar 2017</p>
</div>
</div>
</div>
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</footer>
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</body>
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