1 code implementation • 16 Jul 2020 • Rafa Gálvez, Veelasha Moonsamy, Claudia Diaz
In this paper we present LiM ("Less is More"), a malware classification framework that leverages Federated Learning to detect and classify malicious apps in a privacy-respecting manner.
no code implementations • 24 Jun 2019 • Sandra Siby, Marc Juarez, Claudia Diaz, Narseo Vallina-Rodriguez, Carmela Troncoso
Virtually every connection to an Internet service is preceded by a DNS lookup which is performed without any traffic-level protection, thus enabling manipulation, redirection, surveillance, and censorship.
Cryptography and Security