8 citations · 8 across the 3 of their papers we have counts for
3 papers
Red Teaming with Artificial Intelligence-Driven Cyberattacks: A Scoping Review
Mays Al-Azzawi, Dung Doan, Tuomo Sipola +2
The progress of artificial intelligence (AI) has made sophisticated methods available for cyberattacks and red team activities. These AI attacks can automate the process of penetra…
Chromatic and spatial analysis of one-pixel attacks against an image classifier
Janne Alatalo, Joni Korpihalkola, Tuomo Sipola +1
One-pixel attack is a curious way of deceiving neural network classifier by changing only one pixel in the input image. The full potential and boundaries of this attack method are…
One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer
Joni Korpihalkola, Tuomo Sipola, Samir Puuska +1
Computer vision and machine learning can be used to automate various tasks in cancer diagnostic and detection. If an attacker can manipulate the automated processing, the results c…