I am a Ph.D. candidate in
USC's Department of Computer Science, advised by
CS Theory Group.
My research currently explores privacy-preserving algorithms, focusing on making differential privacy practical for real-world use.
Prior to USC, I completed my undergraduate studies at Virginia Tech, where I earned my B.S. in Computer Science, B.S. in Mathematics, B.A. in Economics, and B.S. in Statistics. There, I was an undergrad research assistant under T. M. Murali, where I explored hypergraph algorithms and their applications to biological networks. Most notably, I was the primary designer and implementer of halp, the hypergraph algorithms package.
Brendan Avent, Aleksandra Korolova
Workshop on Privacy-Preserving Artificial Intelligence (PPAI). 2023. [paper]
Brendan Avent, Javier Gonzalez, Tom Diethe, Andrei Paleyes, Borja Balle
Proceedings on Privacy Enhancing Technologies. 2020. [video] [code] [paper]
★★ Andreas Pfitzmann Best Student Paper Award ★★
Presentation in Data Privacy: From Foundations to Applications Workshop @Simons Institute. 2019.
Poster in Privacy Preserving Machine Learning Workshop @CCS. 2019.
Brendan Avent, Yatharth Dubey, Aleksandra Korolova
Proceedings on Privacy Enhancing Technologies. 2020. [video] [paper]
Presentation in Privacy in Machine Learning Workshop @NeurIPS. 2018.
Brendan Avent, Aleksandra Korolova, David Zeber, Torgeir Hovden, Benjamin Livshits
26th USENIX Security Symposium. 2017. [video] [paper]
Presentation in Private and Secure Machine Learning Workshop @ICML. 2017.
Presentation in 3rd Workshop on the Theory and Practice of Differential Privacy @CCS. 2017.
Anna Ritz, Brendan Avent, T. M. Murali
ACM/IEEE Transactions on Computational Biology and Bioinformatics. 2015. [paper]
Brendan Avent, Anna Ritz, T. M. Murali
VTURCS Research Symposium. Poster. 2015. [code] [poster]
Brendan Avent, Nicholas Sharp, Dhruv Batra
SIAM Annual Meeting. Undergrad Presentation. 2014. [code]
CSCI 270: Spring 2018 and Fall 2017 with Aaron Cote
CS 4104: Spring 2014 with T. M. Murali
CS 4104: Fall 2013 with Lenwood Heath
CSCI 599: Spring 2017 and Spring 2016 with Aleksandra Korolova
CS/Stat 4654: Spring 2015 with Byron Smith
Stat 4106: Spring 2015 with Bill Woodall