Flow-based intrusion detection: Techniques and challenges

MF Umer, M Sher, Y Bi - Computers & Security, 2017 - Elsevier
Flow-based intrusion detection is an innovative way of detecting intrusions in high-speed
networks. Flow-based intrusion detection only inspects the packet header and does not …

Implementation of deep packet inspection in smart grids and industrial Internet of Things: Challenges and opportunities

GDLT Parra, P Rad, KKR Choo - Journal of Network and Computer …, 2019 - Elsevier
Upgrading a power grid to a smart grid is a challenging task. For example, since power grids
were originally developed to support unidirectional communications, the migration process …

Security data collection and data analytics in the internet: A survey

X Jing, Z Yan, W Pedrycz - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
Attacks over the Internet are becoming more and more complex and sophisticated. How to
detect security threats and measure the security of the Internet arises a significant research …

A survey on regular expression matching for deep packet inspection: Applications, algorithms, and hardware platforms

C Xu, S Chen, J Su, SM Yiu… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
Deep packet inspection (DPI) is widely used in content-aware network applications such as
network intrusion detection systems, traffic billing, load balancing, and government …

[图书][B] The state of the art in intrusion prevention and detection

ASK Pathan - 2014 - api.taylorfrancis.com
Most of the security threats in various communications networks are posed by the illegitimate
entities that enter or intrude within the network perimeter, which could commonly be termed …

On using contextual correlation to detect multi-stage cyber attacks in smart grids

Ö Sen, D van der Velde, KA Wehrmeister… - … Energy, Grids and …, 2022 - Elsevier
While the digitization of the distribution grids brings numerous benefits to grid operations, it
also increases the risks imposed by serious cyber security threats such as coordinated …

A flow-based intrusion detection framework for internet of things networks

L Santos, R Gonçalves, C Rabadao, J Martins - Cluster Computing, 2023 - Springer
The application of the Internet of Things concept in domains such as industrial control,
building automation, human health, and environmental monitoring, introduces new privacy …

A survey on deep packet inspection

RT El-Maghraby, NM Abd Elazim… - … and Systems (ICCES …, 2017 - ieeexplore.ieee.org
Deep Packet Inspection (DPI) considered as one of the most important parts in content-
aware network applications such as copyright enforcement, Intrusion detection system (IDS) …

Intrusion detection using MDL compression

EE Eiland, SC Evans, TS Markham… - US Patent 8,375,446, 2013 - Google Patents
An intrusion masquerade detection system and method that includes a grammar inference
engine. A grammar-based Minimum Description Length (MDL) compression algorithm is …

Predicting network attacks with CNN by constructing images from NetFlow data

X Liu, Z Tang, B Yang - 2019 IEEE 5th Intl Conference on Big …, 2019 - ieeexplore.ieee.org
Intrusion detection is a pivotal step for network protection. Usually, intrusion detection is
performed at packet level by using deep packet or state-full protocol inspection to detect …