Franco Piergallini Guida How to Trick Apps That Use Deep Learning for Melanoma Detection One of the great achievements of deep learning is image classification using convolutional neural networks. In the article “The Internet of Health” we find a clear example where this...
Franco Piergallini Guida The First Official Vulnerabilities in Machine Learning in General Today you are nobody on the market if you do not use a Machine Learning system. Whether it is a system of nested “ifs” or a model of real...
Franco Piergallini Guida Thinking About Attacks on WAFs Based on Machine Learning One of the fundamental pieces for the correct implementation of machine and deep learning is data. This type of algorithm needs to consume, in some cases, a large amount...
Franco Piergallini Guida Adversarial Attacks: The Enemy of Artificial Intelligence (II) In Machine and Deep Learning, as in any system, there are vulnerabilities and techniques that allow manipulating its behaviour at the mercy of an attacker. As we discussed in...
Franco Piergallini Guida Adversarial Attacks: The Enemy of Artificial Intelligence What happens when the data used by artificial intelligence to predict behaviour is manipulated? Is this an attack vector?
ElevenPaths ElevenPaths and the University of Piraeus in Greece work together using Tacyt as an educational and research unit ElevenPaths and the Department of Informatics of the University of Piraeus in Greece work together using Tacyt as an educational and research unit. ElevenPaths and the Department of Informatics of...
Florence Broderick "Not today downloaders": New downloaders techniques in Google Play Downloaders are not new in Android, but lately, they are getting more and more important for attackers as a method to avoid Google Play barriers and malware detection. In...
Florence Broderick Banking trojan I+D: 64 bits versions and using TOR Malware industry needs to improve and keep on stealing. So they research and invest. There are two different ways of investing if you are “in the business”: one is...
Florence Broderick Mobile banking and banking trojans During 2012 there was an increase around 28% in mobile banking or M-Banking operations. Users can access their bank accounts from their mobile devices, mainly making use of a specifically...
