Deep Learning Approach for Intelligent Intrusion Detection System

R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Ameer Al-Nemrat, Sitalakshmi Venkatraman
Journal
ISSN / E-ISSN
— / —
DOI
10.1109/access.2019.2895334 ↗
Volume · Issue · Pages
7 · — · 41525-41550
Publisher
Institute of Electrical and Electronics Engineers Inc.
Article URL
https://doi.org/10.1109/access.2019.2895334 ↗
Article details
Unverified
Publication date (each date has its type and source)
01 Jan 2019
OpenAlex publication date · source: OpenAlex
Dates on record for this article
TypeDateSource
OpenAlex publication date01 Jan 2019 OpenAlex

Keywords (as given): intrusion detection systems; deep neural network; malware detection; cyberattack classification; malware dataset; benchmarking; KDD Cup 1999 dataset; NSL-KDD dataset; UNSW-NB15; CICIDS2017; network traffic monitoring; real-time alerts; hyperparameter optimization

HEC Status at Publication Not the journal's current status

HEC Status at PublicationNot conclusive
Best available information, not a definitive status: HEC status cannot be determined for this date: no HEC list is recorded as in effect on it.
Journal
IEEE Access
Publication date used
01 Jan 2019 (OpenAlex publication date)
Applicable HEC period
None recorded for this date
Category
—
Recognition status
Unknown (NO_PERIOD_FOR_DATE)
Source
—
Verification status
Not available
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