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<!DOCTYPE html>
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<title>Intelligent Systems Security Lab - CS - UDayton</title>
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<h4 class="mb-3">The Intelligent Systems Security Lab</h4>
<p class="mb-4">is housed the Department of Computer Science, University of Dayton. The lab was founded in August 2015, and directed by Dr. Phu H. Phung. We are always looking for highly-motivated students interested in doing research in computer security, please click on the link below for the details.</p>
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<li class="list-group-item">2022/05/17 - The research work from <a href="https://www.linkedin.com/in/summer0nguyen/" >Huu Ha Nguyen</a>'s <a target="blank" rel="noopener noreferrer" href="http://rave.ohiolink.edu/etdc/view?acc_num=dayton1628158560712128">MSc Thesis<i class="fas fa-sign-in-alt"></i></a> has been accepted (acceptance rate 32,8% for full paper) for publication at the IEEE International Conference on Services Computing (<a target="blank" rel="noopener noreferrer" href="https://conferences.computer.org/scc/2022/">IEEE SCC 2022</a>). Congratulations, Ha (Summer)!.</li>
<li class="list-group-item">2022/04/01 - Dr. Phung has been appointed as the Interim Chairperson of the Department, effectively July 1, 2022.</li>
<li class="list-group-item">2021/03/19 - Dr. Phung has been promoted to Associate Professor with tenure, effectively with the beginning of the 2021-2022 academic year.</li>
<li class="list-group-item">2021/03/10 - Dr. Phung with lab members <a href="https://www.linkedin.com/in/summer0nguyen/" >Huu Ha Nguyen </a> (Central IoT Data Marketplace), and <a href="https://www.linkedin.com/in/aishwarya-mn/" >Aishwarya Marghatta Nandeesh</a> (Enforcing Privacy Policy for Hybrid Mobile Applications) presented their research at <a href="http://events.r20.constantcontact.com/register/event?oeidk=a07ehgsdl04e23e9081&llr=dhnrblnab"> Ohio Information Security Conference 2021</a>.</li>
<li class="list-group-item">2021/02/26 - <a href="https://www.linkedin.com/in/pnhiremath/">Panchakshari (Praveen) Hiremath</a> sucessfully defended his Masters thesis "A Novel Approach for Analyzing and Classifing Malicious Webpages". He is now a Software Developer in a national bank. Congratulations Praveen!</li>
<li class="list-group-item">2020/12/07 - Our $247K National Science Foundation award <a href="https://www.nsf.gov/awardsearch/showAward?AWD_ID=2025234">EAGER: Crowd-AI Sensing Based Traffic Analysis for Ho Chi Minh City Planning Simulation</a> joint with <a href="https://sites.google.com/site/vantam/">Dr. Tam V. Nguyen</a> is featured on the <a href="https://udayton.edu/blogs/artssciences/2020-stories/20-12-07-nguyen-phung-nsf-grant.php">College Newsroom</a>.</li>
<li class="list-group-item">2020/06/18 - Our extended work on MyWebGuard has been published in <a href="https://doi.org/10.1007/s42979-020-00237-5">Springer-Nature Computer Science</a>!</li>
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<li class="list-group-item">2020/05/16 - Congratulations to <a href="https://www.linkedin.com/in/zachary-rowland-771930172/">Zachary Rowland</a>, Han Le, <a href="https://www.linkedin.com/in/kellyhoang0407/">Kelly Ngoc Hoang</a>, and <a href="https://www.linkedin.com/in/jack-armentrout-b47162189/">Jack Armentrout</a> for being awarded the UDayton College Arts and Sciences (CAS) <a href="https://udayton.edu/artssciences/initiatives/deans-summer-fellowship/index.php">Dean's Summer Fellowship</a> and joining our lab in Summer 2020.</li>
<li class="list-group-item">2020/04/21 - Our joint work with <a href="https://sites.google.com/site/vantam/">Dr. Tam V. Nguyen and his Vision and Mixed Reality Lab</a> "<a href="https://doi.org/10.1109/ACCESS.2020.2989258">Secure Captchas via Object Segment Collages</a>", funded by <a href="https://udayton.edu/stem-catalyst/2017-awards/captcha.php">UDayton STEM Catalyst grant</a>, has been published in the <a href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639">IEEE Access Journal</a>.</li>
<li class="list-group-item">2020/03/11 - Dr. Phung presented his talk <a href="https://oisc2020.sched.com/event/Yk1h/built-in-security-mindfulness-for-software-developers">"Built-in Security Mindfulness for Software Developers"</a> at <a href="https://oisc2020.sched.com/"> Ohio Information Security Conference 2020</a>.</li>
<li class="list-group-item">2020/02/16 - Our work "<a href="https://www.researchgate.net/publication/339326697_A_Multi-Party_Fine-Grained_Permission_and_Policy_Enforcement_Framework_for_Hybrid_Mobile_Applications">A Multi-Party, Fine-Grained Permission and Policy Enforcement Framework for Hybrid Mobile Applications</a>" has been accepted to publish in the <a href="https://www.iospress.nl/journal/journal-of-computer-security/">Journal of Computer Security</a>. Congratulations to our former lab members <a href="https://www.linkedin.com/in/rakesh-venkataramareddy/">Rakesh</a>, <a href="https://www.linkedin.com/in/stevencap/" class="signin mr-1">Steven</a>, and <a href="https://www.linkedin.com/in/tony-pierce-64812514a/">Tony</a>!</li>
<li class="list-group-item">2020/01/06 - Welcome new member Huu Ha Nguyen joining our lab as a Graduate Research Assistant under a research grant from <a href="https://novobi.com/">Novobi LLC</a>.</li>
<li class="list-group-item">2019/11/20 - Our work "<a href="https://doi.org/10.1002/ett.3789">HIT4Mal: Hybrid Image Transformation for Malware Classification</a>" is published in <a href="https://onlinelibrary.wiley.com/journal/21613915">Wiley Transactions on Emerging Telecommunications Technologies.</a></li>
<li class="list-group-item">2019/11/20 - Praveen, Jack present our MyWebGuard paper in <a href="https://1850.udayton.edu/acm/home/">ACM Student Chapter at University of Dayton.</a></li>
<li class="list-group-item">2019/10/16 - The lab was awarded $76,800.00 from <a href="https://novobi.com/">Novobi LLC</a> for the project <i>Security Issues and Solutions for a Software-as-a-Service Product</i> in 2 years 2020-2021.</li>
<li class="list-group-item">2019/09/20 - The work from our lab summer 2019 project MyWebGuard has been accepted at <a href="http://fdse.hcmut.edu.vn/">The 6th International Conference on Future Data and Security Engineering 2019</a>, and will be published in LNCS 11814 - Springer Verlag. Congratulations to Praveen, Jack, and Son!</li>
<li class="list-group-item">2019/09/15 - <a href="https://www.linkedin.com/in/rakesh-venkataramareddy/">Rakesh</a> started his job as a Software Engineer at Pearson Technology after getting 3 competitive offers. Congratulations, Rakesh!</li>
<li class="list-group-item">2019/07/25 - Jack presented his summer work joint with Son and Praveen at UD <a href="https://udayton.edu/artssciences/initiatives/summer-undergrad-research-symposium/index.php"> Summer
duate Research Symposium (SURS).</a></li>
<li class="list-group-item">2019/07/22 - Rakesh sucessfully defended his Masters thesis, the first thesis carried out in the lab. Congratulations Rakesh!</li>
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<h3 class="head text-left">Research</h3>
<p class="my-3 text-Left">The lab research directions focus on language-based security techniques for protecting intelligent systems from potential untrusted code such as third-party components. We leverage and adopt the reference monitors mechanism from programming languages and compilers to enforce fine-grained policies on the open systems such as the Web, mobile applications, and the Internet of Things infrastructure to detect and prevent defeat potential malicious behaviors.
</p>
<h4 class="head text-left">Current projects</h4>
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User-centric policy enforcement for the Web.
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<p>We aim to provide end-users friendly tools to monitor the Web to ensure that it does not compromise the security and privacy of users.
</p>
Current publications: <a href="https://doi.org/10.1007/s42979-020-00237-5">SNCS'2020 <i class="fas fa-sign-in-alt"></i></a>, <a href="https://link.springer.com/chapter/10.1007/978-3-030-35653-8_33">FDSE'2019 <i class="fas fa-sign-in-alt"></i></a>, <a href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8858">TDSC'2015 <i class="fas fa-sign-in-alt"></i></a>, <a href="https://dl.acm.org/citation.cfm?id=1533067">ASIACSS'2009 <i class="fas fa-sign-in-alt"></i></a>.
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<p>We are working on novel policy enforcementframework for hybrid mobile apps to enforce useful security and usage policies, specified by the developers and can be customized by the users.</p>
Current publications: <a href="https://content.iospress.com/articles/journal-of-computer-security/jcs191350">JCS'2020 <i class="fas fa-sign-in-alt"></i></a>, <a href="https://ecommons.udayton.edu/cps_fac_pub/138/">MoST'2017 <i class="fas fa-sign-in-alt"></i></a>.
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<p> We are developing generic policy frameworks for instrumentation and assurance of various types of execution policies for IoT services.
</p>
Current publications: <a href="https://dl.acm.org/citation.cfm?id=3277602">IoT'2018 <i class="fas fa-sign-in-alt"></i></a>, <a href="https://dl.acm.org/citation.cfm?id=3277602"> ICIOT'2017 <i class="fas fa-sign-in-alt"></i></a>.
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<p> Machine Learning in Security: <a href="https://doi.org/10.1109/ACCESS.2020.2989258">IEEE Access'20</a>, <a href="https://onlinelibrary.wiley.com/doi/abs/10.1002/ett.3789">ETT'19</a>, <a href="https://doi.org/10.1109/NICS48868.2019.9023876">NICS'19</a></p>
<p> Intelligent Systems: <a href="https://ieeexplore.ieee.org/document/8343221/">ICOIN'18</a>, <a href="http://ieeexplore.ieee.org/abstract/document/8114652/">IE'17</a>, <a href="http://ceur-ws.org/Vol-1964/">MAICS'17</a></p>
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<h4 class="head text-left">Recent publications</h4>
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2020
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<li class="list-group-item">A Multi-Party, Fine-Grained Permission and Policy Enforcement Framework for Hybrid Mobile Applications <a href="https://content.iospress.com/articles/journal-of-computer-security/jcs191350"> <i class="fas fa-sign-in-alt"></i></a>, <a href="https://content.iospress.com/articles/journal-of-computer-security/jcs191350">Journal of Computer Security</a>.</li>
<li class="list-group-item">Secure CAPTCHAs via Object Segment Collages <a href="https://doi.org/10.1109/ACCESS.2020.2989258"> <i class="fas fa-sign-in-alt"></i></a>, <a href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639">IEEE Access</a>.</li>
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2019
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<ul class="list-group">
<li class="list-group-item">A Convolutional Transformation Network for Malware Classification <a href="https://doi.org/10.1109/NICS48868.2019.9023876"> <i class="fas fa-sign-in-alt"></i></a>, <a href="https://ieeexplore.ieee.org/xpl/conhome/9018346/proceeding"> NICS'2019</a>.</li>
<li class="list-group-item">MyWebGuard: Toward a User-Oriented Tool for Security and Privacy Protection on the Web <a href="https://link.springer.com/chapter/10.1007/978-3-030-35653-8_33"> <i class="fas fa-sign-in-alt"></i></a>, <a href="https://link.springer.com/book/10.1007/978-3-030-35653-8">FDSE'2019</a>.</li>
<li class="list-group-item">HIT4Mal: Hybrid image transformation for malware classification <a href="https://onlinelibrary.wiley.com/doi/abs/10.1002/ett.3789"> <i class="fas fa-sign-in-alt"></i></a>, <a href="https://onlinelibrary.wiley.com/doi/abs/10.1002/ett.3789"> ETT'2019</a>.</li>
</ul>
</div>
</div>
</div> <!-- pannel-->
<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingPub2018">
<h4 class="panel-title">
<a class="collapsed" role="button" data-toggle="collapse" data-parent="#accordion" href="#collapsePub2018" aria-expanded="false" aria-controls="collapsePub2018"> 2018
</a>
</h4>
</div>
<div id="collapsePub2018" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingPub2018">
<div class="panel-body">
<ul class="list-group">
<li class="list-group-item">A Security Policy Enforcement Framework for Controlling IoT Tenant Applications in the Edge <a href="https://dl.acm.org/citation.cfm?id=3277602"> <i class="fas fa-sign-in-alt"></i></a>, <a href="https://iot-conference.org/iot2018">IoT'2018</a>.</li>
<li class="list-group-item">An Airfare Prediction Model for Developing Markets <a href="https://ieeexplore.ieee.org/abstract/document/8343221"> <i class="fas fa-sign-in-alt"></i></a>, <a href="https://ieeexplore.ieee.org/xpl/conhome/8337483/proceeding"> ICOIN'2018</a>.</li>
</ul>
</div>
</div>
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<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingPub2017">
<h4 class="panel-title">
<a class="collapsed" role="button" data-toggle="collapse" data-parent="#accordion" href="#collapsePub2017" aria-expanded="false" aria-controls="collapsePub2017"> 2017
</a>
</h4>
</div>
<div id="collapsePub2017" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingPub2017">
<div class="panel-body">
<ul class="list-group">
<li class="list-group-item">HybridGuard: A Principal-based Permission and Fine-Grained Policy Enforcement Framework for Web-based Mobile Applications <a href="https://ecommons.udayton.edu/cps_fac_pub/138/"><i class="fas fa-sign-in-alt"></i></a>, <a href="http://www.ieee-security.org/TC/SPW2017/MoST/">MoST'2017</a>.</li>
<li class="list-group-item">P4SINC–An Execution Policy Framework for IoT Services in the Edge <a href="https://ecommons.udayton.edu/cps_fac_pub/137/"><i class="fas fa-sign-in-alt"></i></a>, <a href="https://ieeexplore.ieee.org/xpl/conhome/8038295/proceeding">ICIOT'2017</a>.</li>
<li class="list-group-item">A Reliable and Efficient Wireless Sensor Network System for Water Quality Monitoring <a href="https://ecommons.udayton.edu/cps_fac_pub/136/"><i class="fas fa-sign-in-alt"></i></a>, <a href="https://ieeexplore.ieee.org/xpl/conhome/8113742/proceeding">IE'2017</a>.</li>
<li class="list-group-item">Toward An IoT-based Expert System for Heart Disease Diagnosis <a href="http://ceur-ws.org/Vol-1964/PU3.pdf"><i class="fas fa-sign-in-alt"></i></a>, <a href="http://ceur-ws.org/Vol-1964/">MAICS'2017</a>.</li>
</ul>
</div>
</div>
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<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingPub2016">
<h4 class="panel-title">
<a class="collapsed" role="button" data-toggle="collapse" data-parent="#accordion" href="#collapsePub2016" aria-expanded="false" aria-controls="collapsePub2016"> 2016
</a>
</h4>
</div>
<div id="collapsePub2016" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingPub2016">
<div class="panel-body">
<ul class="list-group">
<li class="list-group-item">DASSR: A Distributed Authentication Scheme for Secure Routing in Wireless Ad-hoc Networks <a href="https://ecommons.udayton.edu/cps_fac_pub/140/"><i class="fas fa-sign-in-alt"></i></a>, <a href="https://link.springer.com/book/10.1007/978-3-319-48057-2">FDSE'2016</a>.</li>
<li class="list-group-item">(Best paper award!) Leveraging Static Analysis Tools for Improving Usability of Memory Error Sanitization Compilers <a href="https://ecommons.udayton.edu/cps_fac_pub/141/"><i class="fas fa-sign-in-alt"></i></a>, <a href="https://ieeexplore.ieee.org/xpl/conhome/7588292/proceeding">QRS'2016</a>.</li>
</ul>
</div>
</div>
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<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingPub2015">
<h4 class="panel-title">
<a class="collapsed" role="button" data-toggle="collapse" data-parent="#accordion" href="#collapsePub2015" aria-expanded="false" aria-controls="collapsePub2015"> 2015
</a>
</h4>
</div>
<div id="collapsePub2015" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingPub2015">
<div class="panel-body">
<ul class="list-group">
<li class="list-group-item">Between Worlds: Securing Mixed JavaScript/ActionScript Multi-party Web Content <a href="https://ecommons.udayton.edu/cps_fac_pub/135/"><i class="fas fa-sign-in-alt"></i></a>, <a href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8858">TDSC'2015</a>.</li>
<li class="list-group-item">From Verification to Optimizations <a href="https://ecommons.udayton.edu/cps_fac_pub/142/"><i class="fas fa-sign-in-alt"></i></a>, <a href="https://link.springer.com/book/10.1007/978-3-662-46081-8">VMCAI'2015</a>.</li>
</ul>
</div>
</div>
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<div class="panel-heading" role="tab" id="headingPubMore">
<h4 class="panel-title">
<a class="collapsed" role="button" data-toggle="collapse" data-parent="#accordion" href="#collapsePubMore" aria-expanded="false" aria-controls="collapsePubMore"> More ...
</a>
</h4>
</div>
<div id="collapsePubMore" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingPubMore">
<div class="panel-body">
<p>Full list of publications on Google Scholar <a href="https://scholar.google.com/citations?hl=en&user=3VspJzMAAAAJ&view_op=list_works&sortby=pubdate"><i class="fas fa-sign-in-alt"></i></a>, DBLP <a href="https://dblp.uni-trier.de/pers/hd/p/Phung:Phu_H="><i class="fas fa-sign-in-alt"></i></a>, Scopus <a href="https://www.scopus.com/authid/detail.uri?authorId=24829909900"><i class="fas fa-sign-in-alt"></i></a> </p>
</div>
</div>
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</div>
<div class="container py-md-3">
<div class="heading">
<h3 class="head text-left">People</h3>
<br>
<h4 class="head text-left">Faculty</h4>
<div class="row">
<div class="col-lg-9">
<p class="my-3 text-Left"> The lab was founded and directed by Dr. Phu H. Phung, Associate Professor in the Department of Computer Science at the University of Dayton. See his homepage at <a href="http://academic.udayton.edu/PhuPhung">http://academic.udayton.edu/PhuPhung</a>, or <a href="https://www.linkedin.com/in/phungphu/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a>.
</p>
</div>
<div class="col-lg-3 col-md-9">
<img src="images/phu.jpg" alt="Phu Phung" class="img-fluid" width="200" style="border-radius: 50%" />
</div>
</div>
<h4 class="head text-left">Postdoctoral fellow and Adjunct Faculty</h4>
<div class="row">
<div class="col-lg-9">
<p class="my-3 text-Left"> Ahmed EL OUADRHIRI, Ph.D. in computer science and networking. His research interests include: cyber security, fine-grained policy enforcement for mobile apps
and web browsers, real-time flow-based malware detection, machine and deep learning applied to next-generation networks (5G and beyond), wireless communications, data privacy, privacy
protection in federate learning, information-centric networks, delay tolerant networks. <a href="https://www.linkedin.com/in/ahmed-el-ouadrhiri/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a>.
</p>
</div>
<div class="col-lg-3 col-md-9">
<img src="images/ahmed.png" alt="Phu Phung" class="img-fluid" width="200" style="border-radius: 50%" />
</div>
</div>
<h4 class="head text-left">Graduate Students</h4>
<div class="row">
<div class="col-md-12">
<div class="panel-group" id="accordion" role="tablist" aria-multiselectable="true">
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<div class="my-3"><a href="images/KarthiBalasundaram.png" target="_blank"><img src="images/KarthiBalasundaram.png" width="30" style="border-radius: 50%" /></a> Karthi Balasundaram, MSc Student, 2022-Present, <a target="blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/karthi-balasundaram-34046597" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a>, <a target="blank" rel="noopener noreferrer" href="https://bala-karthi.bitbucket.io/final/" class="signin mr-1">Portfolio<i class="fab fa-html5"></i></a></div>
<div class="my-3"><a href="images/allen.jpeg" target="_blank"><img src="images/allen.jpeg" width="30" style="border-radius: 50%" /></a> Allen Varghese, MSc Student, 2022-Present, <a target="blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/allen-varghese-" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
</div>
</div>
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<h4 class="head text-left">Undergraduate Students</h4>
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<div class="col-md-12">
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<div class="panel panel-default">
<div class="my-3"><img src="images/Profile.png" width="30" style="border-radius: 50%" /> Mohammad Ali, BSc Student, 2022-Present <a target="blank" rel="noopener noreferrer" href="https://alim-pi.xyz" class="signin mr-1">Portfolio<i class="fas fa-sign-in-alt"></i></a></div>
<div class="my-3"><img src="images/Profile.png" width="30" style="border-radius: 50%" /> Salman Alsiafy, BSc Student, Research Assistant, 2022 <a href="https://www.linkedin.com/in/salman-alsiafy-93aa771bb" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a> </div>
</div>
</div>
</div><!--- END COL -->
</div><!--- END ROW -->
<h4 class="head text-left">Graduate Alumni</h4>
<div class="row">
<div class="col-md-12">
<div class="panel-group" id="accordion" role="tablist" aria-multiselectable="true">
<div class="panel panel-default">
<div class="my-3"><a href="https://udayton.edu/directory/advancement/images/bishop_275.jpg" target="_blank"><img src="https://udayton.edu/directory/advancement/images/bishop_275.jpg" width="30" style="border-radius: 50%" /></a> Douglas Bishop, <a target="blank" rel="noopener noreferrer" href="http://rave.ohiolink.edu/etdc/view?acc_num=dayton1639246469786975">MSc Thesis<i class="fas fa-sign-in-alt"></i></a> Advisee, 2021, <a target="blank" rel="noopener noreferrer" href="https://udayton.edu/directory/advancement/advancement_operations/bishop_doug.php" class="signin mr-1">Portfolio<i class="fas fa-sign-in-alt"></i></a></div>
<div class="my-3"><a href="images/HuuHa.jpg" target="_blank"><img src="images/HuuHa.jpg" width="30" style="border-radius: 50%" /></a> Huu Ha Nguyen, <a target="blank" rel="noopener noreferrer" href="http://rave.ohiolink.edu/etdc/view?acc_num=dayton1628158560712128">MSc Thesis<i class="fas fa-sign-in-alt"></i></a> Advisee and Graduate Assistant, 2020-2021, <a href="https://www.linkedin.com/in/summer0nguyen/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Praveen.jpeg" target="_blank"><img src="images/Praveen.jpeg" width="30" style="border-radius: 50%" /></a> Panchakshari (Praveen) Hiremath, <a target="blank" rel="noopener noreferrer" href="http://rave.ohiolink.edu/etdc/view?acc_num=dayton1620393519333858">MSc Thesis<i class="fas fa-sign-in-alt"></i></a> Advisee and Teaching Assisstant, 2018-2020, <a href="https://www.linkedin.com/in/pnhiremath/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Akshai.jpeg" target="_blank"><img src="images/Akshai.jpeg" width="30" style="border-radius: 50%" /></a> Akshai Addaguduru, MSc Thesis Advisee, 2018-2020, <a href="https://www.linkedin.com/in/akshai-addaguduru/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/AishwaryaMN.jpg" target="_blank"><img src="images/AishwaryaMN.jpg" width="30" style="border-radius: 50%" /></a> Aishwarya Marghatta Nandeesh, MSc Research Student, 2019-2021, <a href="https://www.linkedin.com/in/aishwarya-mn/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Aditya.jpg" target="_blank"><img src="images/Aditya.jpg" width="30" style="border-radius: 50%" /></a> Uday Aditya Kurapati, MSc Research Student, 2020-2021, <a href="https://www.linkedin.com/in/uday-aditya-k/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Annu.jpg" target="_blank"><img src="images/Annu.jpg" width="30" style="border-radius: 50%" /></a> Annu, MSc Research Student, 2020-2021, <a href="https://www.linkedin.com/in/annulnu/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Kartik.jpeg" target="_blank"><img src="images/Kartik.jpeg" width="30" style="border-radius: 50%" /></a> Kartik Desai, MSc Research Student, 2019-2020, <a href="https://www.linkedin.com/in/kartik-desai/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a> (Now Software Engineer)</div>
<div class="my-3"><a href="images/Rakesh.jpeg" target="_blank"><img src="images/Rakesh.jpeg" width="30" style="border-radius: 50%" /></a> Rakesh S.V. Reddy, <a target="blank" rel="noopener noreferrer" href="http://rave.ohiolink.edu/etdc/view?acc_num=dayton1564744609523447">MSc Thesis<i class="fas fa-sign-in-alt"></i></a> Advisee and Gradudate Assisstant, 2018-2019, <a href="https://www.linkedin.com/in/rakesh-venkataramareddy/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a> (Now Software Engineer at Pearson)</div>
<div class="my-3"><a href=""><img src="images/Profile2.png" width="30" style="border-radius: 50%" /></a> Bhaghyalakshmi Muthukumar, MSc student, research assistant, 2017-2018 <a href="https://www.linkedin.com/in/bhaghyalakshmi-m-b65b807b/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Divya.jpeg" target="_blank"><img src="images/Divya.jpeg" width="30" style="border-radius: 50%" /></a> Divya Teja, MSc student, research assistant, 2015-2016 <a href="https://www.linkedin.com/in/divyateja-yasoju/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a> (Now Java Developer at CBTS - Kroger)</div>
<div class="my-3"><a href="images/Profile.png" target="_blank"><img src="images/Profile.png" width="30" style="border-radius: 50%" /></a> Javeen Dharma Raj, MSc student, teaching assistant, 2016-2017 <a href="https://www.linkedin.com/in/jeevan-dharma-raj/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a> (Now Business Intelligence Developer at PROMPT Analytics LLC)</div>
<div class="my-3"><a href="images/Veda.jpeg" target="_blank"><img src="images/Veda.jpeg" width="30" style="border-radius: 50%" /></a> Veda Dubey, MSc student, teaching assistant, 2015 <a href="https://www.linkedin.com/in/veda-dubey/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a> (Now ServiceNow Scrum Master)</div>
</div>
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<h4 class="head text-left">Undergraduate Alumni</h4>
<div class="row">
<div class="col-md-12">
<div class="panel-group" id="accordion" role="tablist" aria-multiselectable="true">
<div class="panel panel-default">
<div class="my-3"><a href=""><img src="images/TJ.png" width="30" style="border-radius: 50%" /></a> TJ Nicholson, CAS Dean's Summer Research Fellow, 2021 <a href="www.linkedin.com/in/timothy-nicholson-0b53a5207/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href=""><img src="images/James.jpg" width="30" style="border-radius: 50%" /></a> James Oei, CAS Dean's Summer Research Fellow, 2021 <a href="https://www.linkedin.com/in/james-oei-05b5b1188/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href=""><img src="images/Profile2.png" width="30" style="border-radius: 50%" /></a> Han Le, CAS Dean's Summer Research Fellow, 2020, 2021 <a href="#" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href=""><img src="images/Zachary.jpg" width="30" style="border-radius: 50%" /></a> Zachary Rowland, CAS Dean's Summer Research Fellow, 2020, and <a target="blank" rel="noopener noreferrer" href="https://ecommons.udayton.edu/uhp_theses/334/">Honors Thesis<i class="fas fa-sign-in-alt"></i></a> Advisee, 2021 <a href="https://www.linkedin.com/in/zachary-rowland-771930172/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/jack.jpg" target="_blank"><img src="images/jack.jpg" width="30" style="border-radius: 50%" /></a> Jack Armentrout, CAS Dean's Summer Research Fellow, 2020, Summer Research, 2019, <a href="https://www.linkedin.com/in/jack-armentrout-b47162189/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href=""><img src="images/Profile2.png" width="30" style="border-radius: 50%" /></a> Kelly Ngoc Hoang, CAS Dean's Summer Research Fellow, 2020 <a href="https://www.linkedin.com/in/kellyhoang0407/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Steven.jpeg" target="_blank"><img src="images/Steven.jpeg" width="30" style="border-radius: 50%" /></a> Zhengying (Steven) Zhou, Undergrad student, CAS Dean's Summer Research Fellow, 2018 <a href="https://www.linkedin.com/in/政颖-周-8a8095136/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Steve.jpeg" target="_blank"><img src="images/Steve.jpeg" width="30" style="border-radius: 50%" /></a> Steven Cap, Undergrad student, research assistant, Summer 2017 <a href="https://www.linkedin.com/in/stevencap/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a> (Now Application Developer at K-Rise Systems, Inc.)</div>
<div class="my-3"><a href="images/Tony.jpeg" target="_blank"><img src="images/Tony.jpeg" width="30" style="border-radius: 50%" /></a> Tony Pierce, Undergrad student, CAS Dean's Summer Research Fellow, 2017 <a href="https://www.linkedin.com/in/tony-pierce-64812514a/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
</div>
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<!--h4 class="head text-left">External Students</h4>
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<h4 class="head text-left">Past Visitors and External Students</h4>
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<div class="panel-group" id="accordion" role="tablist" aria-multiselectable="true">
<div class="panel panel-default">
<div class="my-3"><a href="images/danh.jpg" target="_blank"><img src="images/danh.jpg" width="30" style="border-radius: 50%" /></a> Huu-Danh Pham, Master Student at VNUHCM - University of Information Technology, 2019-Present <a href="https://www.linkedin.com/in/danhph" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
<div class="my-3"><a href="images/Son.jpg" target="_blank"><img src="images/Son.jpg" width="30" style="border-radius: 50%" /></a> Son Vu, Summer Research, 2019 (Undergraduate Student at Truman State University), <a href="https://www.linkedin.com/in/jack-armentrout-b47162189/" class="signin mr-1">Linked<i class="fab fa-linkedin"></i></a></div>
</div>
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</div>
</div>
<div class="container py-md-3"><a id="open"></a>
<div class="heading">
<h3 class="head text-left">Open positions</h3>
<p class="my-3 text-Left"><img src="images/new.webp" height="50px">Our department is recruiting new Ph.D. students with full scholarship (tution waiver + monthly stipends). Application deadline will be in March 1st to start in the Fall semester. Contact Dr. Phu Phung if you are interested in doing Ph.D. in computer security at University of Dayton.
</p>
<p class="my-3 text-Left">The lab is always looking for UD or external students to join our research projects. If you are interested in doing research on the lab's related topics, feel free to contact Dr. Phu Phung for further information. We are also welcome visitors from elsewhere to collaborate in our research activities. Funded research assistant positions will be announced when available.
</p>
<h4 class="head text-left">Some photos of the lab's activities</h4>
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<a href="labphotos/isseclab-s2020.jpg" target="_blank"><img src="labphotos/isseclab-s2020.jpg" width="220" class="hover-shadow cursor"></a>
<div>In Anderson 135, Spring 2020</div>
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<a href="labphotos/isseclab-s2019.jpg" target="_blank"><img src="labphotos/isseclab-s2019.jpg" width="220" class="hover-shadow cursor"></a>
<div>In Anderson 135, Spring 2019</div>
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<a href="labphotos/stander-s2019.jpg" target="_blank"><img src="labphotos/stander-s2019.jpg" width="220" class="hover-shadow cursor"></a>
<div>Stander Symposium, 2019</div>
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<a href="labphotos/oisc-s2019.jpg" target="_blank"><img src="labphotos/oisc-s2019.jpg" width="220" class="hover-shadow cursor"></a>
<div>OISC 2019</div>
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<!--div class="column">
<a href="labphotos/rakesh_ssrs_sm2018.jpg" target="_blank"><img src="labphotos/rakesh_ssrs_sm2018.jpg" width="220" class="hover-shadow cursor"></a>
<div>Summer Symposium, 2018</div-->
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<h3 class="my-2">Intelligent Systems Security Lab</h3>
Hathcock Hall 108 <br>
Department of Computer Science <br>
University of Dayton <br>
300 College Park Ave <br>
Dayton, OH 45469 <br>
Email: phu@udayton[dot]edu <br>
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Web: <a href="https://isseclab-udayton.github.io">https://isseclab-udayton.github.io</a>
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