Multi class SVM algorithm with active learning for network traffic classification

S Dong - Expert Systems with Applications, 2021 - Elsevier
With the current massive amount of traffic that is going through the internet, internet service
providers (ISPs) and networking service providers (NSPs) are looking for various ways to …

Deep packet inspection tools and techniques in commodity platforms: Challenges and trends

R Antonello, S Fernandes, C Kamienski… - Journal of Network and …, 2012 - Elsevier
Deep packet inspection (DPI) helps Internet service providers in efforts to profile networked
applications. By relying on DPI systems, Internet service providers may apply different …

Fast and memory-efficient regular expression matching for deep packet inspection

F Yu, Z Chen, Y Diao, TV Lakshman… - Proceedings of the 2006 …, 2006 - dl.acm.org
Packet content scanning at high speed has become extremely important due to its
applications in network security, network monitoring, HTTP load balancing, etc. In content …

Algorithms to accelerate multiple regular expressions matching for deep packet inspection

S Kumar, S Dharmapurikar, F Yu, P Crowley… - ACM SIGCOMM …, 2006 - dl.acm.org
There is a growing demand for network devices capable of examining the content of data
packets in order to improve network security and provide application-specific services. Most …

Advanced algorithms for fast and scalable deep packet inspection

S Kumar, J Turner, J Williams - Proceedings of the 2006 ACM/IEEE …, 2006 - dl.acm.org
Modern deep packet inspection systems use regular expressions to define various patterns
of interest in network data streams. Deterministic Finite Automata (DFA) are commonly used …

Curing regular expressions matching algorithms from insomnia, amnesia, and acalculia

S Kumar, B Chandrasekaran, J Turner… - Proceedings of the 3rd …, 2007 - dl.acm.org
The importance of network security has grown tremendously and a collection of devices
have been introduced, which can improve the security of a network. Network intrusion …

A technical survey on intelligent optimization grouping algorithms for finite state automata in deep packet inspection

P Samuel, S Subbaiyan, B Balusamy… - … Methods in Engineering, 2021 - Springer
Construction and deployment of finite state automata from the regular expressions might
results in huge overhead and results in the state explosion problem which is in need of large …

Network traffic classification techniques and challenges

N Al Khater, RE Overill - 2015 Tenth international conference …, 2015 - ieeexplore.ieee.org
The number of alleged crimes in computer networks had not increased until a few years ago.
Real-time analysis has become essential to detect any suspicious activities. Network …

[PDF][PDF] High speed deep packet inspection with hardware support

F Yu - 2006 - Citeseer
Fang Yu Doctor of Philosophy in Computer Science University of California, Berkeley
Professor Randy H. Katz, Chair In this dissertation, we developed high speed packet …

Developing a traffic classification platform for enterprise networks with SDN: Experiences & lessons learned

B Ng, M Hayes, WKG Seah - 2015 IFIP Networking Conference …, 2015 - ieeexplore.ieee.org
Software Defined Networking (SDN) is an innovative approach to networking architecture
that opens up avenues to create a whole new class of networking functionality. While data …