5 citations · 12 across the 4 of their papers we have counts for
5 papers
Flow-based detection and proxy-based evasion of encrypted malware C2 traffic
Carlos Novo, Ricardo Morla
State of the art deep learning techniques are known to be vulnerable to evasion attacks where an adversarial sample is generated from a malign sample and misclassified as benign. D…
Ten AI Stepping Stones for Cybersecurity
Ricardo Morla
With the turmoil in cybersecurity and the mind-blowing advances in AI, it is only natural that cybersecurity practitioners consider further employing learning techniques to help se…
Run Time Prediction for Big Data Iterative ML Algorithms: a KMeans case study
Eduardo Rodrigues, Ricardo Morla
Data science and machine learning algorithms running on big data infrastructure are increasingly important in activities ranging from business intelligence and analytics to cyberse…
A Framework for BGP Abnormal Events Detection
Anisa Allahdadi, Ricardo Morla, Rui Prior
Detection of abnormal BGP events is of great importance to preserve the security and robustness of the Internet inter-domain routing system. In this paper, we propose an anomaly de…
Effect of Pipelining and Multiplexing in Estimating HTTP/2.0 Web Object Sizes
Ricardo Morla
HTTP response size is a well-known side channel attack. With the deployment of HTTP/2.0, response size estimation attacks are generally dismissed with the argument that pipelining…