154 citations · 181 across the 4 of their papers we have counts for
4 papers
Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing
Chao Yan, Bo Li, Yevgeniy Vorobeychik +3
For enhancing the privacy protections of databases, where the increasing amount of detailed personal data is stored and processed, multiple mechanisms have been developed, such as…
Robust High-Dimensional Linear Regression
Chang Liu, Bo Li, Yevgeniy Vorobeychik +1
The effectiveness of supervised learning techniques has made them ubiquitous in research and practice. In high-dimensional settings, supervised learning commonly relies on dimensio…
Data Poisoning Attacks on Factorization-Based Collaborative Filtering
Bo Li, Yining Wang, Aarti Singh +1
Recommendation and collaborative filtering systems are important in modern information and e-commerce applications. As these systems are becoming increasingly popular in the indust…
A General Retraining Framework for Scalable Adversarial Classification
Bo Li, Yevgeniy Vorobeychik, Xinyun Chen
Traditional classification algorithms assume that training and test data come from similar distributions. This assumption is violated in adversarial settings, where malicious actor…