32 citations · 69 across the 10 of their papers we have counts for
11 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…
Anomaly Detection and Modeling in 802.11 Wireless Networks
Anisa Allahdadi, Ricardo Morla
IEEE 802.11 Wireless Networks are getting more and more popular at university campuses, enterprises, shopping centers, airports and in so many other public places, providing Intern…
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…
802.11 Wireless Simulation and Anomaly Detection using HMM and UBM
Anisa Allahdadi, Ricardo Morla, Jaime S. Cardoso
Despite the growing popularity of 802.11 wireless networks, users often suffer from connectivity problems and performance issues due to unstable radio conditions and dynamic user b…
An initial study of the effect of pipelining in hiding HTTP/2.0 response sizes
Ricardo Morla
HTTP response size is a well-known side channel attack. With the deployment of HTTP/2.0, response size attacks are generally dismissed with the argument that pipelining and respons…
Long-Range Trajectories from Global and Local Motion Representations
Eduardo M. Pereira, Jaime S. Cardoso, Ricardo Morla
Motion is a fundamental cue for scene analysis and human activity understan- ding in videos. It can be encoded in trajectories for tracking objects and for action recognition, or i…
Power Interference Modeling for CSMA/CA based Networks using Directional Antenna
Saravanan Kandasamy, Ricardo Morla, Manuel Ricardo
In IEEE 802.11 based wireless networks adding more access points does not always guarantee an increase of network capacity. In some cases, additional access points may contribute t…
Event and Anomaly Detection Using Tucker3 Decomposition
Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama +2
Failure detection in telecommunication networks is a vital task. So far, several supervised and unsupervised solutions have been provided for discovering failures in such networks.…