The Right to be Forgotten is part of the recently enacted General Data Protection Regulation (GDPR) law that affects any data holder has on European Union residents. It gives EU residents ability request deletion their personal data, including training records used train machine learning models. Unfortunately, Deep Neural Network models are vulnerable information leaking attacks such as model i...

We conduct an empirical study of machine learning functionalities provided by major cloud service providers, which we call machine learning clouds. Machine learning clouds hold the promise of hiding all the sophistication of running large-scale machine learning: Instead of specifying how to run a machine learning task, users only specify what machine learning task to run and the cloud figures o...

Spam is an unwanted email that is harmful to communications around the world. Spam leads to a growing problem in a personal email, so it would be essential to detect it. Machine learning is very useful to solve this problem as it shows good results in order to learn all the requisite patterns for classification due to its adaptive existence. Nonetheless, in spam detection, there are a large num...

In order to know if new electronic voting systems truly represent a gain in usability, it is necessary to have information about the usability of more traditional voting methods. The usability of three different voting methods was evaluated using the metrics recommended by the National Institute of Standards and Technology: efficiency, effectiveness, and satisfaction. Participants voted with tw...

The emergence of machine learning as a society-changing technology in the past decade has triggered concerns about people's inability to understand reasoning increasingly complex models. field IML (interpretable learning) grew out these concerns, with goal empowering various stakeholders tackle use cases, such building trust models, performing model debugging, and generally informing real human...

Over the past few decades, machine learning has been subject of extensive research and application.