Advance Approach for Detection of DNS Tunneling Attack from Network Packets Using Deep Learning Algorithms

Dr. Gopal Sakarkar; Mahesh Kumar H Kolekar; Ketan Paithankar; Gaurav Patil; Prateek Dutta; Ruchi Chaturvedi; Shivam Kumar

doi:10.14201/ADCAIJ2021103241266

Advance Approach for Detection of DNS Tunneling Attack from Network Packets Using Deep Learning Algorithms

Dr. Gopal Sakarkar

G H Raisoni College of Engineering
Mahesh Kumar H Kolekar

Indian Institute of Technology Patna
Ketan Paithankar

Konverge.ai
Gaurav Patil

G H Raisoni College of Engineering https://orcid.org/0000-0002-7759-7795 gauravpatil22301[at]gmail.com
Prateek Dutta

G H Raisoni College of Engineering
Ruchi Chaturvedi
Shivam Kumar

G H Raisoni College of Engineering

https://doi.org/10.14201/ADCAIJ2021103241266

Metrics

715 Views

1119 Downloads

1834 Total

How to Cite

Dr. Gopal Sakarkar, Mahesh Kumar H Kolekar, Ketan Paithankar, Gaurav Patil, Prateek Dutta, Ruchi Chaturvedi, & Kumar, S. (2021). Advance Approach for Detection of DNS Tunneling Attack from Network Packets Using Deep Learning Algorithms . ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, 10(3), 241–266. https://doi.org/10.14201/ADCAIJ2021103241266

Download Citation

Editorial dates

Submitted:

11-04-2021

Acceptance:

07-06-2021

Published:

05-10-2021

Issue

Vol. 10 No. 3 (2021)

Section

Articles

Keywords

Text Classification
Machine Learning
NLP
LSTM
1-D CNN
RNN
GRU
DNS packet
Deep Learning
DNS Tunneling
Wireshark
dnscat2

Supporting agencies

This research didn't have any funding

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.