An extended mechanism to prevent distributed denial of service attack in DV-Hop localisation algorithm in wireless sensor networks. Issue 2 (3rd July 2021)
- Record Type:
- Journal Article
- Title:
- An extended mechanism to prevent distributed denial of service attack in DV-Hop localisation algorithm in wireless sensor networks. Issue 2 (3rd July 2021)
- Main Title:
- An extended mechanism to prevent distributed denial of service attack in DV-Hop localisation algorithm in wireless sensor networks
- Authors:
- Kaur, Simarjeet
Kaur, Navdeep
Bhatia, Kamaljit Singh - Abstract:
- Distance Vector (DV)-Hop localisation scheme is one of the most successful localisation schemes. However, when network is interrupted with Distributed Denial of Service (DDoS) attack then the localisation process of DV-Hop scheme is badly affected. This paper has examined the effects of the DDoS attack on the DV-Hop algorithm. So, a mechanism consisting of swarm optimisation and machine learning is proposed to guard against DDoS attack. The architecture also designs a novel fitness function for Artificial Bee Colony (ABC). To check the effectiveness of the proposed fitness function of ABC, Neural Network with Gradient satisfaction is applied. The cross validation architecture further uses Mean Square Error (MSE) for the back propagation model and effectiveness is checked through a regression model as well. The evaluation is done in terms of Localisation error and Transmission loss. The simulation results show the reduction of 33% for localisation error and 27% for transmission loss respectively.
- Is Part Of:
- International journal of internet protocol technology. Volume 14:Issue 2(2021)
- Journal:
- International journal of internet protocol technology
- Issue:
- Volume 14:Issue 2(2021)
- Issue Display:
- Volume 14, Issue 2 (2021)
- Year:
- 2021
- Volume:
- 14
- Issue:
- 2
- Issue Sort Value:
- 2021-0014-0002-0000
- Page Start:
- 112
- Page End:
- 119
- Publication Date:
- 2021-07-03
- Subjects:
- WSN -- wireless sensor networks -- node localisation -- DV-Hop -- distance vector -- DDoS -- distributed denial of service attack -- swarm intelligence -- machine learning -- ABC -- artificial bee colony
File Transfer Protocol (Computer network protocol) -- Periodicals
Multicasting (Computer networks) -- Periodicals
004.678 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijipt ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1743-8209
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 15863.xml