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<!DOCTYPE HTML>
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<article id="home" class="panel intro">
<h1>Kaifeng Huang - 黄凯锋</h1>
<hr class="rounded">
<header>
<!-- <h2>About</h2> -->
<p>Kaifeng Huang is an Assistant Professor (tenure-track) at School of Software Engineering, Tongji Unversity. Prior to that, he was a research fellow at Software Engineering Lab, Fudan University. He obtained his PhD from Fudan University
in 2022, supervised by <a href="https://cspengxin.github.io/">Prof. Xin Peng</a> and <a href="https://chenbihuan.github.io/">Prof. Bihuan Chen</a>.
</p>
<p>
His research interests focus on open source software supply chain, software security and software evolution. He serves in the reviewer panels and program committees of IEEE Transactions on Software Engineering, ACM Transactions on Software Engineering and Methodology, Journal of Systems & Software, ASE 2024, ISSRE 2024, ICSE AE 2023, etc. He was the awardee of the ACM SIGSOFT Distinguished Paper Award at ASE 2018 and IEEE TCSE Distinguished Paper Award at ICSME 2020.
<!-- He has published ten peer-reviewed papers at top journals/conferences including ICSE, ESEC/FSE, ASE, EMSE, etc. -->
</p>
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<img class="avatar is-rounded is-188x188" src="https://i.postimg.cc/Twt9sWkR/avatar.jpg" alt="[]">
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</div>
<section>
<h2>Research Interests</h2>
<!-- <hr class="rounded2"> -->
<div class="row">
<ul>
<li>
<p><strong>Software&AI Supply Chain. </strong></span> Software and AI systems are inherently complex. Achieving a clear assessment of <i>security, maintenance, and legal risks</i> in <i>the software and AI supply chain</i>, along with developing <i>effective mitigation strategies</i>, remains a significant challenge. Our mission is to simplify this process by providing comprehensive evaluations and actionable solutions that enhance security and compliance throughout the lifecycle of software and AI systems.
<p></p>
</li>
<li>
<p>
<strong>Software Security. </strong>
</span>The software system is vulnerable to security issues. We are interested in but not limited to topics such as software <i>vulnerability detection/assessment/mitigation</i>, <i>malicious software/AIWare/LLMWare detection</i>, and <i>privacy protection</i>. Our goal is to identify potential security risks and prevent the leakage of sensitive privacy information (e.g., LLM privacy).</p>
</li>
<li>
<p>
<strong>Software Evolution. </strong>
</span>The software evolves constantly, leading to issues like <i>version fragmentation</i>, <i>API incompatibility</i>, <i>API deprecation</i>, and <i>merge conflict</i>. Our goal is to assess the challenges this evolution presents to downstream software and provide automated techniques to alleviate these issues.</p>
</li>
</ul>
</div>
<a href="#news" class="jumplink">
<span class="arrow icon solid fa-chevron-right"><span>See my work</span></span>
</a>
</section>
<section>
<h2>Highlights</h2>
<table class="table-height">
<tbody>
<tr>
<td width="70%">
<strong>VMUD: Detecting Recurring Vulnerabilities with Multiple Fixing Functions via Function Selection and Semantic Equivalent Statement Matching.</strong> <u>Kaifeng Huang</u>, Chenhao Lu, Yiheng Cao, Bihuan Chen, Xin Peng. <em>In Proceedings of the 31th ACM Conference on Computer and Communications Security, Salt Lake City, United States, accepted, 2024.</em>
<br>
<!-- <div>
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</td>
<td width="30%">
<img src="https://i.postimg.cc/jdL8GZ0B/highlights-vmud.png" alt="highlights vmud">
<!-- <img src="https://s1.imagehub.cc/images/2024/09/29/d528c408f919219807720bc4dd882970.png" alt="highlights vmud"> -->
<!-- <img src="images/highlights/highlights-vmud.png" alt="alt "> -->
</td>
</tr>
<tr>
<tr>
<td width="70%">
<strong>Vision: Identifying Affected Library Versions for Open Source Software Vulnerabilities.</strong>
Susheng Wu, Ruisi Wang, <u>Kaifeng Huang</u>, Yiheng Cao, Wenyan Song, Zhuotong Zhou, Yiheng Huang, Bihuan Chen, Xin Peng.
<em>In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, Sacramento, California, United States, pp. 1447-1459, 2024.</em>
<br>
<!-- <div>
<button type="button" class="btn btn-outline-dark">PDF</button>
<button type="button" class="btn btn-outline-dark">BIB</button>
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</td>
<td width="30%">
<img src="https://i.postimg.cc/ncgdZBnr/highlights-vision.png" alt="highlights vision">
<!-- <img src="https://s1.imagehub.cc/images/2024/09/29/dd281048c6aaa3bb781ceba568e4571e.png" alt="highlights vision"> -->
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<!-- <img src="images/highlights/highlights-vision.png" alt="alt "> -->
</td>
</tr>
<tr>
<td width="70%">
<strong>Identifying Affected Libraries and Their Ecosystems for Open Source Software Vulnerabilities.</strong> Susheng Wu, Wenyan Song, <u>Kaifeng Huang</u>, Bihuan Chen, Xin Pen. <em>In Proceedings of the 46th
IEEE/ACM International Conference on Software Engineering (ICSE), Lisbon, Portugal, pp. 162: 1-12, 2024.</em>
<br>
<!-- <div>
<button type="button" class="btn btn-outline-dark">PDF</button>
<button type="button" class="btn btn-outline-dark">BIB</button>
</div> -->
</td>
<td width="30%">
<!-- <img src="https://s1.imagehub.cc/images/2024/09/29/9b0c6fcf8f34bda3c879584212b4c123.png" alt="hl1"> -->
<img src="https://i.postimg.cc/MZsPPg4y/hl1.png" alt="hl1">
<!-- <img src="images/highlights/hl1.png" alt="alt "> -->
</td>
</tr>
<!-- <tr>
<td width="70%">
<strong>Demystifying Dependency Bugs in Deep Learning Stack. </strong><u>Kaifeng Huang</u>, Bihuan Chen, Susheng Wu, Junmin Cao, Lei Ma, Xin Peng. <em>In Proceedings of the 31st ACM Joint European Software Engineering
Conference and Symposium on the Foundations of Software Engineering, San Francisco, California (ESEC/FSE), United States, pp. 450-462, 2023.</em>
<br>
</td>
<td width="30%">
<img src="images/highlights/hl2.png" alt="alt ">
</td>
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</tbody>
</table>
</section>
</article>
<!--------------------------News----------------------------------------------------------------------------------------->
<article id="news" class="panel">
<a href="#home">
<span class="arrowl icon solid fa-chevron-left"><span></span></span>
</a>
<header>
<h2>What's New?</h2>
</header>
<hr class="rounded3">
<div class="row">
<div class="content">
<ul>
<li>
<p><span class="mydate"><strong>[2024.10] </strong><img src="https://i.postimg.cc/rszJ2Fb5/new2.gif" style="width:35px;height:35px;" alt=""></span>Our paper titled "Killing Two Birds with One Stone: Malicious Package Detection in NPM and PyPI using a Single Model of Malicious Behavior Sequence" is accepted by <a href="https://dl.acm.org/journal/tosem">ACM Transactions on Software Engineering and Methodology</a>.
</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2024.08] </strong><img src="https://i.postimg.cc/rszJ2Fb5/new2.gif" style="width:35px;height:35px;" alt=""></span>Our paper titled "VMUD: Detecting Recurring Vulnerabilities with Multiple Fixing Functions via Function Selection and Semantic Equivalent Statement Matching" is accepted by <a href="https://www.sigsac.org/ccs/CCS2024/call-for/call-for-papers.html">CCS 2024</a>.
</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2024.08] </strong><img src="https://i.postimg.cc/rszJ2Fb5/new2.gif" style="width:35px;height:35px;" alt=""></span>Our paper titled "Vision: Identifying Affected Library Versions for Open Source Software Vulnerabilities" is accepted by <a href="https://conf.researchr.org/home/ase-2024">ASE 2024</a>.
</p>
<p></p>
</li>
<li>
<!-- <p><span class="mydate"><strong>[2024.08] </strong><img src="images/new2.gif" style="width:35px;height:35px;" alt=""></span>Our paper titled "1+1>2: Integrating Deep Code Behaviors with Metadata Features for Malicious PyPI Package Detection" is accepted by <a href="https://conf.researchr.org/home/ase-2024">ASE 2024</a>. -->
<p><span class="mydate"><strong>[2024.08] </strong><img src="https://i.postimg.cc/rszJ2Fb5/new2.gif" style="width:35px;height:35px;" alt=""></span>Our paper titled "1+1>2: Integrating Deep Code Behaviors with Metadata Features for Malicious PyPI Package Detection" is accepted by <a href="https://conf.researchr.org/home/ase-2024">ASE 2024</a>.
</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2024.07] </strong><img src="https://i.postimg.cc/rszJ2Fb5/new2.gif" style="width:35px;height:35px;" alt=""></span>Our paper titled "Your "Notice" is Missing: Detecting and Fixing Violations of Modification Terms
in Open Source Licenses during Forking" is accepted by <a href="https://2024.issta.org/track/issta-2024-papers">ISSTA 2024</a>.
</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2024.05] </strong></span>Our paper titled "Detecting Incompatible Third-Party Library APIs in Python Based on Static Analysis"
is accepted by <a href="http://www.jos.org.cn">JOS</a>.
</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2024.03] </strong></span>I was invited to serve on the program committee of the Research Track at <a href="https://2024.aiwareconf.org/track/aiware-2024-challenge-track ">AIWare 2024 Challenge Track</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2024.03] </strong></span>I was invited to serve on the program committee of the Research Track at <a href="https://issre.github.io/2024/">ISSRE 2024</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2024.02] </strong></span>I have joined <a href="https://en.tongji.edu.cn/p/#/">Tongji University</a> as an Assitant Professor!</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2023.12] </strong></span>Our paper titled "Enhancing Field Tracking and Interprocedural Analysis to Find More Null Pointer
Exceptions" is accepted by <a href="https://conf.researchr.org/home/saner-2024">SANER 2024</a>.
</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2023.12] </strong></span>Our paper titled "Identifying Affected Libraries and Their Ecosystems for Open Source Software
Vulnerabilities" is accepted by <a href="https://conf.researchr.org/home/icse-2024">ICSE 2024</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2023.12] </strong></span>I was invited to serve on the program committee of the Research Track at <a href="https://conf.researchr.org/home/ase-2024">ASE 2024</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2023.07] </strong></span>One paper titled "Demystifying Dependency Bugs in Deep Learning Stack" is accepted by <a href="https://conf.researchr.org/home/fse-2023">ESEC/FSE 2023</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2023.06] </strong></span>I was invited to serve on the program committee of the Artifact Evaluation Track at <a href="">ESEC/FSE 2023</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2023.06] </strong></span>One paper titled "Characterizing the Complexity and Its Impact on Testing in ML-Enabled Systems - A Case Study on Rasa" is accepted by <a href="">ICSME 2023</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2022.09] </strong></span>I was invited to serve on the program committee of the Artifact Evaluation Track at <a href="">ICSE 2023</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2022.08] </strong></span>I was invited to serve on the program committee of Tool Demo Track at <a href="">SANER 2023</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2022.06] </strong></span>One paper titled "Tracking Patches for Open Source Software Vulnerabilities" is accepted by <a href="">ESEC/FSE 2022</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2022.04] </strong></span>I was awarded the Outstanding Graduate of Fudan University.</p>
</li>
<li>
<p><span class="mydate"><strong>[2022.02] </strong></span>One paper titled "Characterizing Usages, Updates and Risks of Third-Party Libraries in Java Projects" is accepted by <a href="">EMSE 2022</a>.</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2022.01] </strong></span>I joined Fudan University as a Postdoctoral Research Fellow.</p>
</li>
<li>
<p><span class="mydate"><strong>[2021.12] </strong></span>I was honored to receive Fudan Super-PostDoctoral Fellowship.</p>
</li>
<li>
<p><span class="mydate"><strong>[2021.12] </strong></span>I got my PhD from Fudan University. Thesis entitled "Third-Party Library Harmonization and Update Recommendation Based on API Analysis".</p>
</li>
<li>
<p><span class="mydate"><strong>[2021.12] </strong></span>I was honored to give talks at "<a href="">2021 CCF Chinasoft</a> Open Source Symposium" and "2021 CCF Chinasoft Doctoral Symposium"</p>
<p></p>
</li>
<li>
<p><span class="mydate"><strong>[2021.07] </strong></span>One paper titled "RepFinder: Finding Replacements for Missing APIs in Library Update" is accepted by <a href="">ASE 2021</a>.</p>
<p></p>
</li>
</ul>
</div>
</div>
<a href="#publication">
<span class="arrow icon solid fa-chevron-right"><span></span></span>
</a>
</article>
<!------------------------------------- Publication ----------------------------------------------------------------------->
<article id="publication" class="panel">
<a href="#news">
<span class="arrowl icon solid fa-chevron-left"><span></span></span>
</a>
<header>
<h2>Publications</h2>
</header>
<hr class="rounded3">
<section>
<div class="content">
<!-- <hr> -->
<ol>
PUBLICATION__CONTENT
</ol>
</div>
</section>
<a href="#tools">
<span class="arrow icon solid fa-chevron-right"><span></span></span>
</a>
</article>
<!-- Tools -->
<article id="tools" class="panel">
<a href="#publication">
<span class="arrowl icon solid fa-chevron-left"><span></span></span>
</a>
<header>
<h2>Tools</h2>
</header>
<hr class="rounded3">
<section>
<div class="content">
<h3>CVEs found by <a href="">VMUD</a>:</h3>
<ul>
<li><a href="https://nvd.nist.gov/vuln/detail/CVE-2024-24891">CVE-2024-24891</a>: Exposure of Sensitive Information to an Unauthorized Actor vulnerability in <a href="https://gitee.com/openeuler/kernel">openEuler/kernel</a>.</li>
<li><a href="https://nvd.nist.gov/vuln/detail/CVE-2024-24898">CVE-2024-24898</a>: Exposure of Sensitive Information to an Unauthorized Actor vulnerability in <a href="https://gitee.com/openeuler/kernel">openEuler/kernel</a>.</li>
<li><a href="https://nvd.nist.gov/vuln/detail/CVE-2023-51437">CVE-2023-51437</a>: Observable timing discrepancy vulnerability in <a href="https://github.com/apache/pulsar">apache/pulsar</a>.</li>
<li><a href="https://nvd.nist.gov/vuln/detail/CVE-2023-41080">CVE-2023-41080</a>: URL Redirection vulnerability in <a href="https://github.com/apache/tomcat">apache/tomcat</a>.</li>
<li><a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-29645">CVE-2024-29645</a>: Reserved vulnerability in <a href="https://github.com/radareorg/radare2">radareorg/radare2</a>.</li>
<li><a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-29646">CVE-2024-29646</a>: Reserved vulnerability in <a href="https://github.com/radareorg/radare2">radareorg/radare2</a>.</li>
<li><a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-31668">CVE-2024-31668</a>: Reserved vulnerability in <a href="https://github.com/rizinorg/rizin">rizinorg/rizin</a>.</li>
<li><a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-31669">CVE-2024-31669</a>: Reserved vulnerability in <a href="https://github.com/rizinorg/rizin">rizinorg/rizin</a>.</li>
<li><a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-31670">CVE-2024-31670</a>: Reserved vulnerability in <a href="https://github.com/rizinorg/rizin">rizinorg/rizin</a>.</li>
</ul>
</div>
</section>
<a href="#service">
<span class="arrow icon solid fa-chevron-right"><span></span></span>
</a>
</article>
<!-- Services -->
<article id="service" class="panel">
<a href="#tools">
<span class="arrowl icon solid fa-chevron-left"><span></span></span>
</a>
<header>
<h2>Academic Services</h2>
</header>
<hr class="rounded3">
<section>
<div class="content">
<h3>Reviewers and PC Members:</h3>
<ul>
<li>ACM Transactions on Software Engineering and Methodology</li>
<li>Journal of Software: Evolution and Process</li>
<li>AIWare Challenge, 2024</li>
<li>Research Track, ISSRE 2024</li>
<li>Research Track, ASE 2024</li>
<li>IEEE Transactions on Software Engineering</li>
<li>Journal of Systems & Software</li>
<li>Junior PC-Track, MSR 2024</li>
<li>Science of Computer Programming</li>
<li>Empirical Software Engineering</li>
<li>Artifact Evaluation Track, ESEC/FSE 2023</li>
<li>Automated Software Engineering Journal</li>
<li>IEEE Transactions on Reliability</li>
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