Ahmad, T., Truscan, D., Vain, J., Porres, I.

Early detection of network attacks using deep learning

author

Ahmad, Tanwir

Truscan, Dragos

Vain, Jüri

Porres, Ivan

statement of authorship

Tanwir Ahmad, Dragos Truscan, Jüri Vain, Ivan Porres

source

2022 IEEE 15th International Conference on Software Testing, Verification andValidation Workshops : ICSTW 2022, 4–13 April 2022, Virtual Event : proceedings

location of publication

Danvers

publisher

IEEE

year of publication

2022

pages

p. 30-39

conference name, date

ICSTW 2022 : 15th International Conference on Software Testing, Verification and Validation Workshops, 4–13 April 2022

conference location

Valencia, Spain

url

https://doi.org/10.1109/ICSTW55395.2022.00020

https://arxiv.org/pdf/2201.11628.pdf

subject term

küberturve

sügavõpe

tehisnärvivõrgud

keyword

early classification

early intrusion detection

deep learning (DL)

convolutional neural network (CNN)

ISSN

2159-4848

ISBN

978-1-6654-9628-5

notes

Bibliogr.: 38 ref

Open Access

scientific publication

teaduspublikatsioon

classifier

3.1

TTÜ department

tarkvarateaduse instituut

language

inglise

Uurimisrühm

High-assurance software laboratory

Ahmad, T., Truscan, D., Vain, J., Porres, I. Early detection of network attacks using deep learning // 2022 IEEE 15th International Conference on Software Testing, Verification andValidation Workshops : ICSTW 2022, 4–13 April 2022, Virtual Event : proceedings. Danvers : IEEE, 2022. p. 30-39. https://doi.org/10.1109/ICSTW55395.2022.00020 https://arxiv.org/pdf/2201.11628.pdf