26 citations · 41 across the 7 of their papers we have counts for
3 papers · 1 filter
A Visualized Malware Detection Framework with CNN and Conditional GAN
Fang Wang, Hussam Al Hamadi, Ernesto Damiani
Malware visualization analysis incorporating with Machine Learning (ML) has been proven to be a promising solution for improving security defenses on different platforms. In this w…
New data poison attacks on machine learning classifiers for mobile exfiltration
Miguel A. Ramirez, Sangyoung Yoon, Ernesto Damiani +7
Most recent studies have shown several vulnerabilities to attacks with the potential to jeopardize the integrity of the model, opening in a few recent years a new window of opportu…
Poisoning Attacks and Defenses on Artificial Intelligence: A Survey
Miguel A. Ramirez, Song-Kyoo Kim, Hussam Al Hamadi +5
Machine learning models have been widely adopted in several fields. However, most recent studies have shown several vulnerabilities from attacks with a potential to jeopardize the…