Flow monitoring explained: From packet capture to data analysis with netflow and ipfix
Flow monitoring has become a prevalent method for monitoring traffic in high-speed
networks. By focusing on the analysis of flows, rather than individual packets, it is often said …
networks. By focusing on the analysis of flows, rather than individual packets, it is often said …
Managing IoT cyber-security using programmable telemetry and machine learning
A Sivanathan, HH Gharakheili… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Cyber-security risks for Internet of Things (IoT) devices sourced from a diversity of vendors
and deployed in large numbers, are growing rapidly. Therefore, management of these …
and deployed in large numbers, are growing rapidly. Therefore, management of these …
Flow length and size distributions in campus Internet traffic
The efficiency of flow-based networking mechanisms strongly depends on traffic
characteristics and should thus be assessed using accurate flow models. For example, in …
characteristics and should thus be assessed using accurate flow models. For example, in …
IoT behavioral monitoring via network traffic analysis
A Sivanathan - arXiv preprint arXiv:2001.10632, 2020 - arxiv.org
Smart homes, enterprises, and cities are increasingly being equipped with a plethora of
Internet of Things (IoT), ranging from smart-lights to security cameras. While IoT networks …
Internet of Things (IoT), ranging from smart-lights to security cameras. While IoT networks …
Retina: analyzing 100GbE traffic on commodity hardware
As network speeds have increased to over 100 Gbps, operators and researchers have lost
the ability to easily ask complex questions of reassembled and parsed network traffic. In this …
the ability to easily ask complex questions of reassembled and parsed network traffic. In this …
Using security logs for collecting and reporting technical security metrics
R Vaarandi, M Pihelgas - 2014 ieee military communications …, 2014 - ieeexplore.ieee.org
During recent years, establishing proper metrics for measuring system security has received
increasing attention. Security logs contain vast amounts of information which are essential …
increasing attention. Security logs contain vast amounts of information which are essential …
Flow-based compromise detection: Lessons learned
Although the aggregated nature of exported flow data provides many advantages in terms of
privacy and scalability, flow data may contain artifacts that impair data analysis. In this …
privacy and scalability, flow data may contain artifacts that impair data analysis. In this …
Assessing the quality of flow measurements from OpenFlow devices
L Hendriks, R de Oliveira Schmidt… - … Workshop on Traffic …, 2016 - research.utwente.nl
Since its initial proposal in 2008, OpenFlow has evolved to become today's main enabler of
Software-Defined Networking. OpenFlow specifies operations for network forwarding …
Software-Defined Networking. OpenFlow specifies operations for network forwarding …
Analysis of fog computing: an integrated internet of things (IoT) fog cloud infrastructure for big data analytics and cyber security
N Raj - 2023 International Conference on Artificial Intelligence …, 2023 - ieeexplore.ieee.org
The phrase" internet of things"(IoT) is used to refer to the proliferation of non-traditional
computer devices that can transmit and receive data and instructions through the internet …
computer devices that can transmit and receive data and instructions through the internet …
[HTML][HTML] flow-models: A framework for analysis and modeling of IP network flows
P Jurkiewicz - SoftwareX, 2022 - Elsevier
Recent developments in SDN technologies have resulted in flow-based forwarding
becoming are a feasible alternative for traditional mechanisms. However, as the efficiency of …
becoming are a feasible alternative for traditional mechanisms. However, as the efficiency of …