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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="theme-color" content="#000000" />
<meta
name="EASER SaTC website"
content="Web site created using create-react-app"
/>
<!--Bootstrap-->
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.1.3/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-1BmE4kWBq78iYhFldvKuhfTAU6auU8tT94WrHftjDbrCEXSU1oBoqyl2QvZ6jIW3" crossorigin="anonymous">
<!-- Custom CSS-->
<link rel="stylesheet" type="text/css" href="css/index.css">
<title>AI Cyberbully Labs</title>
</head>
<body>
<div class="layout">
<!-- Begin Header -->
<div class="header-container">
<!-- Begin Navigation -->
<header class="navbar navbar-expand-sm navbar-light fixed-top header">
<nav class="nav-container container-xxl">
<a href="index.html" class="navbar-brand active">EAGER SaTC</a>
<button id="hamburger-button" class="navbar-toggler" type="button" data-bs-toggle="collapse" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<ul id="navigation" class="nav-list navbar-nav flex-row">
<li class="nav-item col-md-auto">
<a href="index.html" class="nav-link">Home</a>
</li>
<li class="nav-item col-md-auto">
<a href="labs.html" class="nav-link">Labs</a>
</li>
<li class="nav-item col-md-auto">
<a href="publications.html" class="nav-link">Publications</a>
</li>
<li class="nav-item col-md-auto">
<a href="about.html" class="nav-link">About</a>
</li>
</ul>
</nav>
</header>
<!-- End Navigation -->
<div class="hero-bg">
<div>
<h3 class="hero-title">
SaTC-EDU: Learning Platform and Education Curriculum for AI-Driven Socially-Relevant Cybersecurity
</h3>
</div>
</div>
</div>
<!-- End Header -->
<!-- Begin Home -->
<div class="container-fluid">
<!--Start lab introduction-->
<div class="lab-container">
<div class="title">
<h3>EAGER SaTc AI Cybersecurity Lab</h3>
</div>
<div class="brief-intro">
<p>
Cyberharassment (e.g., cyberbullying and cyberhate) is becoming prevalent with the rise of social media. It is crucial to automatically detect such content online to help protect the targeted group(s). The EAGER project is a set of hands-on labs that teaches students how to utilize machine learning to solve this social problem.
</p>
</div>
</div>
<!--End lab introduction-->
<div class="home-bg">
<div class="lab-container">
<div class="title">
<h3>Labs</h3>
</div>
<div class="lab-items-container">
<div class="lab-item">
<div class="lab-info-container">
<div class="lab-title">
<h2><a href="labs.html#text">AI for Text-based Cyberbully Detection</a></h2>
</div>
<div class="lab-brief-intro">
<p>This lab teaches students how AI models can be used to distinguish between a cyberbully and non-cyberbully text-based content. Students will learn data preprocessing, training, and the evaluation metrics of AI-based classifiers.</p>
</div>
</div>
</div>
<div class="lab-item">
<div class="lab-info-container">
<div class="lab-title">
<h2><a href="labs.html#image">AI for Image-based Cyberbully Detection</a></h2>
</div>
<div class="lab-brief-intro">
<p>Cyberbullying can occur in images, and it can also occur in both image and text. Students will extract visual features from images and combine these features with textual features to detect cyberbullying in this lab.</p>
</div>
</div>
</div>
<div class="lab-item">
<div class="lab-info-container">
<div class="lab-title">
<h2><a href="labs.html#adversarial">Adversarial Attacks in Cyberbully Detection</a></h2>
</div>
<div class="lab-brief-intro">
<p>AI models are vulnerable to adversarial attacks. In this lab, students will use different algorithms to generate images that can fool models trained to detect cyberbullying, causing the model to produce incorrect output.</p>
</div>
</div>
</div>
<div class="lab-item">
<div class="lab-info-container">
<div class="lab-title">
<h2><a href="labs.html#embeddings">Debiasing Word Embeddings</a></h2>
</div>
<div class="lab-brief-intro">
<p>AI models such as cyberbully detection models trained using biased pre-trained word embeddings can propagate such bias, which may lead to an undesired output. Students will learn about bias and debias word embeddings in this lab.</p>
</div>
</div>
</div>
<div class="lab-item">
<div class="lab-info-container">
<div class="lab-title">
<h2><a href="labs.html#hatefulmeme">Hateful Meme Detection</a></h2>
</div>
<div class="lab-brief-intro">
<p> </p>
</div>
</div>
</div>
<div class="lab-item">
<div class="lab-info-container">
<div class="lab-title">
<h2><a href="labs.html#llms">LLM for Cyberbully Detection</a></h2>
</div>
<div class="lab-brief-intro">
<p>This lab introduces students to cyberbully detection using large language models (LLMs).</p>
</div>
</div>
</div>
</div>
<!--<span><a href="labs.html">View more</a></span>-->
</div>
</div>
<!--Start acknowledgement-->
<div class="lab-container">
<div class="title">
<h3>Acknowledgement</h3>
</div>
<div class="sponsor-container">
<div class="sponsor">
<div class="sponsor-logo-wrapper">
<a href="https://www.nsf.gov/" title="NSF - National Science Foundation - Home" target="_blank">
<img src="images/nsf-logo-desktop.svg" alt="NSF - National Science Foundation" class="sponsor-logo">
</a>
</div>
<div class="sponsor-details">
<p>
This material is based upon work supported by the National Science Foundation under number 2114920. Any opinions, findings, and conclusions or recommendations expressed in the material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
</p>
</div>
</div>
</div>
</div>
<!--End acknowledgement-->
</div>
<!-- End Home -->
<!-- Begin Footer -->
<div class="container-fluid">
<footer class="lab-container footer">
<div class="line">
© <time dateTime="12-10-2021" id="copyright-date"></time> EAGER SaTC AI-Cybersecurity Lab. All rights reserved.
</div>
</footer>
</div>
<!-- End Footer -->
</div>
<script type="text/javascript" src="js/index.js"></script>
</body>
</html>