research
∙
09/25/2020
A little goes a long way: Improving toxic language classification despite data scarcity
Detection of some types of toxic language is hampered by extreme scarcit...
share
research
∙
10/11/2019
Extraction of Complex DNN Models: Real Threat or Boogeyman?
Recently, machine learning (ML) has introduced advanced solutions to man...
research
∙
06/08/2019
Making targeted black-box evasion attacks effective and efficient
We investigate how an adversary can optimally use its query budget for t...
research
∙
08/28/2018
All You Need is "Love": Evading Hate-speech Detection
With the spread of social networks and their unfortunate use for hate sp...
research
∙
05/07/2018
PRADA: Protecting against DNN Model Stealing Attacks
As machine learning (ML) applications become increasingly prevalent, pro...
research
∙
05/07/2018