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Franco Piergallini Guida

Security Researcher. Innovation & Laboratory Area at ElevenPaths.



How to Trick Apps That Use Deep Learning for Melanoma Detection
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...
The First Official Vulnerabilities in Machine Learning in General
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...
Thinking About Attacks on WAFs Based on Machine Learning
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...
Adversarial Attacks: The Enemy of Artificial Intelligence (II)
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...
Adversarial Attacks: The Enemy of Artificial Intelligence
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?

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