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CATEGORIES:Academics,College of Engineering
DESCRIPTION:Rethinking OSS Vulnerability Management in the AI Era\n\n \n\nA
 bstract: The security of open-source software ecosystems is critical to the
  software industry. Failures in OSS security vulnerability management can l
 ead to severe consequences\, such as financial loss\, privacy violations\, 
 reputation damage\, and compliance risks. In the era of AI\, these threats 
 are further amplified as exploitation becomes increasingly automated and AI
  agents expand the overall attack surface. In this talk\, I will go through
  our work on improving OSS vulnerability management. First\, I will introdu
 ce our work on few-shot learning for vulnerability name and version recogni
 tion. Second\, I will introduce VulLibGen\, a tool for automatically genera
 ting affected package names. Then\, I will introduce SPFinder\, a retrieval
  system for vulnerability patch localization. Finally\, I will discuss futu
 re directions of OSS vulnerability security defense in the new era of AI ag
 ents. \n\n \n\nBio: Dr. Xueqing Liu is a tenure-track Assistant Professor a
 t the Department of Computer Science of Stevens Institute of Technology. He
 r research interests are natural language processing for security and softw
 are engineering. She earned her PhD at the University of Illinois Urbana-Ch
 ampaign and her bachelor's degree at IIIS\, Tsinghua University\, China. Sh
 e has published at ACL\, EMNLP\, KDD\, WWW\, RE\, and VL/HCC\, and has serv
 ed the program committees in software engineering and NLP\, including ASE\,
  TSE\, ACL\, etc. She co-authored Microsoft/FLAML\, an open-source software
  for automated machine learning with over 1 million downloads. She is a rec
 ipient of the ICSE-CSEE&T Distinguished Paper Award.
DTEND:20260225T205500Z
DTSTAMP:20260510T105448Z
DTSTART:20260225T200000Z
GEO:39.680588;-75.753044
LOCATION:Gore Hall\, 103
SEQUENCE:0
SUMMARY:ECE Spring Seminar Series: Xueqing Liu\, Stevens Institute of Techn
 ology
UID:tag:localist.com\,2008:EventInstance_52143298139825
URL:https://events.udel.edu/event/ece-spring-seminar-series-xueqing-liu-ste
 vens-institute-of-technology
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