24 citations · 24 across the 1 of their papers we have counts for
2 papers
cs.CR2020
WAF-A-MoLE: Evading Web Application Firewalls through Adversarial Machine Learning
Luca Demetrio, Andrea Valenza, Gabriele Costa +1
Web Application Firewalls are widely used in production environments to mitigate security threats like SQL injections. Many industrial products rely on signature-based techniques,…
cs.CR2019★ 24 cited
Explaining Vulnerabilities of Deep Learning to Adversarial Malware Binaries
Luca Demetrio, Battista Biggio, Giovanni Lagorio +2
Recent work has shown that deep-learning algorithms for malware detection are also susceptible to adversarial examples, i.e., carefully-crafted perturbations to input malware that…