98 citations · 474 across the 39 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.PF2018★ 41 cited
A Comparative Measurement Study of Deep Learning as a Service Framework
Yanzhao Wu, Ling Liu, Calton Pu +4
Big data powered Deep Learning (DL) and its applications have blossomed in recent years, fueled by three technological trends: a large amount of digitized data openly accessible, a…
cs.CR2018★ 82 cited
Towards Demystifying Membership Inference Attacks
Stacey Truex, Ling Liu, Mehmet Emre Gursoy +2
Membership inference attacks seek to infer membership of individual training instances of a model to which an adversary has black-box access through a machine learning-as-a-service…
cs.LG2018★ 25 cited
Adversarial Examples in Deep Learning: Characterization and Divergence
Wenqi Wei, Ling Liu, Margaret Loper +4
The burgeoning success of deep learning has raised the security and privacy concerns as more and more tasks are accompanied with sensitive data. Adversarial attacks in deep learnin…