Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security

Detection Systems ◽

Network Intrusion ◽

Assessing Deep Neural Network and Shallow for Network Intrusion Detection Systems in Cyber Security

10.1007/978-981-16-3728-5_52 ◽

2021 ◽

pp. 703-713

Author(s):

Deena Babu Mandru ◽

M. Aruna Safali ◽

N. Raghavendra Sai ◽

G. Sai Chaitanya Kumar

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Cyber Security ◽

Deep Neural Network ◽

Detection Systems ◽

Network Intrusion ◽

Data preprocessing for non-image data: using convolution neural networks for network intrusion detection systems

10.36334/modsim.2021.m3.glukhov ◽

2021 ◽

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Image Data ◽

Data Preprocessing ◽

Convolution Neural Networks ◽

Detection Systems ◽

Network Intrusion ◽

Advances in Intelligent Systems and Computing - Information Systems Design and Intelligent Applications ◽

Network Intrusion Detection Systems Using Neural Networks

10.1007/978-981-10-7512-4_89 ◽

2018 ◽

pp. 903-908

Author(s):

Sireesha Rodda

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Detection Systems ◽

Network Intrusion ◽

2020 IEEE 15th International Conference on Industrial and Information Systems (ICIIS) ◽

An Approach to Reduce Uncertainty Problem in Network Intrusion Detection Systems

10.1109/iciis51140.2020.9342634 ◽

2020 ◽

Author(s):

Gargi Kadam ◽

Sahil Parekh ◽

Priyanka Agnihotri ◽

Dayanand Ambawade ◽

Prasenjit Bhavathankar

Keyword(s):

Intrusion Detection ◽

Detection Systems ◽

Network Intrusion ◽

Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '08 ◽

Predicting the resource consumption of network intrusion detection systems

10.1145/1375457.1375509 ◽

2008 ◽

Cited By ~ 7

Author(s):

Holger Dreger ◽

Anja Feldmann ◽

Vern Paxson ◽

Robin Sommer

Keyword(s):

Intrusion Detection ◽

Resource Consumption ◽

Detection Systems ◽

Network Intrusion ◽

A Flexible Pattern-Matching Algorithm for Network Intrusion Detection Systems Using Multi-Core Processors

Algorithms ◽

10.3390/a10020058 ◽

2017 ◽

Vol 10 (2) ◽

pp. 58 ◽

Cited By ~ 1

Author(s):

◽

Keyword(s):

Intrusion Detection ◽

Pattern Matching ◽

Matching Algorithm ◽

Detection Systems ◽

Network Intrusion ◽

Network Intrusion Detection Systems ◽

Pattern Matching Algorithm

2020 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) ◽

Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems

10.1109/nfv-sdn50289.2020.9289869 ◽

2020 ◽

Author(s):

Mohammad J. Hashemi ◽

Eric Keller

Keyword(s):

Intrusion Detection ◽

Detection Systems ◽

Network Intrusion ◽

Network Intrusion Detection Systems ◽

Adversarial Examples

On Handling Class Imbalance in Continual Learning based Network Intrusion Detection Systems

10.1145/3486001.3486231 ◽

2021 ◽

Author(s):

Suresh Kumar Amalapuram ◽

Thushara Tippi Reddy ◽

Sumohana S. Channappayya ◽

Bheemarjuna Reddy Tamma

Keyword(s):

Intrusion Detection ◽

Class Imbalance ◽

Detection Systems ◽

Network Intrusion ◽

Network Intrusion Detection Systems ◽

Continual Learning

Fast and Scalable Pattern Matching for Network Intrusion Detection Systems

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2006.877131 ◽

2006 ◽

Vol 24 (10) ◽

pp. 1781-1792 ◽

Cited By ~ 99

Author(s):

S. Dharmapurikar ◽

J.W. Lockwood

Keyword(s):

Intrusion Detection ◽

Pattern Matching ◽

Detection Systems ◽

Network Intrusion ◽

Effect of Activation Functions on the Performance of Deep Learning Algorithms for Network Intrusion Detection Systems

Proceedings of ICETIT 2019 - Lecture Notes in Electrical Engineering ◽

10.1007/978-3-030-30577-2_84 ◽

2019 ◽

pp. 949-960

Author(s):

Neha Gupta ◽

Punam Bedi ◽

Vinita Jindal

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Learning Algorithms ◽

Activation Functions ◽

Detection Systems ◽

Network Intrusion ◽