7 citations · 7 across the 2 of their papers we have counts for
3 papers
cs.CR2018
Training Set Camouflage
Ayon Sen, Scott Alfeld, Xuezhou Zhang +3
We introduce a form of steganography in the domain of machine learning which we call training set camouflage. Imagine Alice has a training set on an illicit machine learning classi…
cs.MA2018★ 7 cited
Adversarial Classification on Social Networks
Sixie Yu, Yevgeniy Vorobeychik, Scott Alfeld
The spread of unwanted or malicious content through social media has become a major challenge. Traditional examples of this include social network spam, but an important new concer…
cs.IT2015
Contamination Estimation via Convex Relaxations
Matthew L. Malloy, Scott Alfeld, Paul Barford
Identifying anomalies and contamination in datasets is important in a wide variety of settings. In this paper, we describe a new technique for estimating contamination in large, di…