Wenbo Guo

Assistant professor and Zhu Chair

CS@UC Santa Barbara
E-mail: henrygwb@ucsb.edu
Office: 2163 Harold Frank Hall, Santa Barbara, CA 93106

   

Papers / Students / Teaching & Service/ Posts

Short bio: I am an assistant professor and Zhu Chair at UCSB CS. I completed my Postdoc at UC Berkeley as part of the RDI center and BAIR Lab, under the mentorship of Prof. Dawn Song. I received my Ph.D. from Penn State with Prof. Xinyu Xing and my master's degree from Shanghai Jiao Tong University. In my spare time, I also play CTFs with Shellphish.

Research Interests

My research interests center around the intersection of machine learning and security. My current research focus on LLM code reasoning (for security applications), and LLM security and safety. My previous works studied the trustworthiness of DRLs, DNNs and designing DNNs for security applications (noisy learning, OODs).

Honors and Awards

Competitions

To prospective students

I am actively recruiting Ph.D. students. If you have a solid background in foundation models, DRL, or software security skills (static analysis, fuzzing, symbolic execution) and are interested in working with me, please do not hesitate to contact me through email.



Copyright © Wenbo Guo