Evasion-robust classification on binary domains
B Li, Y Vorobeychik - ACM Transactions on Knowledge Discovery from …, 2018 - dl.acm.org
The success of classification learning has led to numerous attempts to apply it in adversarial
settings such as spam and malware detection. The core challenge in this class of …
settings such as spam and malware detection. The core challenge in this class of …
A game-theoretic analysis of preventing spam over Internet Telephony via audio CAPTCHA-based authentication
Y Soupionis, RA Koutsiamanis… - Journal of …, 2014 - content.iospress.com
Abstract Spam over Internet Telephony (SPIT) is a potential source of disruption in Voice
over IP (VoIP) systems. The use of anti-SPIT mechanisms, such as filters and audio …
over IP (VoIP) systems. The use of anti-SPIT mechanisms, such as filters and audio …
[PDF][PDF] A game theoretic model and empirical analysis of spammer strategies
Network security problems are deteriorating worldwide, and can potentially undermine the
growth of the digital economy and imperil the multitude of innovations that have been a …
growth of the digital economy and imperil the multitude of innovations that have been a …
[PDF][PDF] Adversarial Machine Learning for Enhanced Malware Detection
M Shahpasand - 2022 - figshare.mq.edu.au
Malware is executable code designed to inflict damage or abuse when run on a device. To
improve the ability of target systems to recognise malware and protect the system, a wide …
improve the ability of target systems to recognise malware and protect the system, a wide …
[PDF][PDF] Evasion-Robust Classification on Binary Domains
Y Vorobeychik - vorobeychik.com
The success of classification learning has led to numerous attempts to apply it in adversarial
settings such as spam and malware detection. The core challenge in this class of …
settings such as spam and malware detection. The core challenge in this class of …
[PDF][PDF] Distributed management of competitive access to common resources using algorithmic game theory
RA Koutsiamanis - 2016 - researchgate.net
The Internet is today an inextricable part of daily personal, educational and business activity,
turning any problems in its operation or availability into a significant interruption of these …
turning any problems in its operation or availability into a significant interruption of these …