| Title | Security Automation using Traffic Flow Modeling |
| Publication Type | Conference Paper |
| Year of Publication | 2022 |
| Authors | Bussa, Simone, Sisto, Riccardo, Valenza, Fulvio |
| Conference Name | 2022 IEEE 8th International Conference on Network Softwarization (NetSoft) |
| Keywords | Automation, complex networks, compositionality, Conferences, Market research, Network security, Network Security Functions, pubcrawl, Scalability, security automation, security scalability, telecommunication traffic, traffic modeling |
| Abstract | he growing trend towards network "softwarization" allows the creation and deployment of even complex network environments in a few minutes or seconds, rather than days or weeks as required by traditional methods. This revolutionary approach made it necessary to seek automatic processes to solve network security problems. One of the main issues in the automation of network security concerns the proper and efficient modeling of network traffic. In this paper, we describe two optimized Traffic Flows representation models, called Atomic Flows and Maximal Flows. In addition to the description, we have validated and evaluated the proposed models to solve two key network security problems - security verification and automatic configuration - showing the advantages and limitations of each solution. |
| DOI | 10.1109/NetSoft54395.2022.9844025 |
| Citation Key | bussa_security_2022 |
Security Automation using Traffic Flow Modeling