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ROUT-4-2023: RPL Based Routing Attack Dataset for IoT

Dataset image
Citation Author(s):
Murat EMEÇ
Mehmet Hilal ÖZCANHAN
Submitted by:
Murat EMEC
Last updated:
DOI:
10.21227/3mbe-5j70
Data Format:
*.csv
Research Article Link:
Detection of IPv6 routing attacks using ANN and a novel IoT dataset
Links:
Detection of IPv6 routing attacks using ANN and a novel IoT dataset
4653 views
Categories:
Keywords:
internet of things
Cyber Security
network security
Intrusion Detection System
artificial intelligence
Machine Learning
RPL routing attacks
Blackhole Attack
Flooding Attack
DODAG Version Number Attack
Decreased Rank Attack
Average: 4.5 (2 votes)
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Abstract

This dataset consists of “.csv” files of 4 different routing attacks (Blackhole Attack, Flooding Attack, DODAG Version Number Attack, and Decreased Rank Attack) targeting the RPL protocol, and these files are taken from Cooja (Contiki network simulator). It allows researchers to develop IDS for RPL-based IoT networks using Artificial Intelligence and Machine Learning methods without simulating attacks. Simulating these attacks by mimicking real-world attack scenarios is essential to developing and testing protection mechanisms against such attacks. For these researchers, it may offer an alternative approach to intrusion detection systems that have limitations of traditional methods. This requires identifying appropriate attributes that include characteristics of attacks, analyzing network traffic data, and considering other relevant parameters. It is also essential that your dataset is balanced and representative so that your model can accurately identify and predict different types of attacks. In conclusion, this study is a critical step for IoT security. By simulating four routing attacks to IoT devices through Cooja, we present a new dataset to detect attacks for applications in artificial intelligence and machine learning methods.

Instructions:

Features and descriptions in the ROUT-4-2023 dataset:

Name/Abbreviation

Description

TIME

Simulation time

SOURCE

Source Node IP

DESTINATION

Destination Node IP

LENGTH

Packet Length

INFO

Packet Information

TR

Transmission Rate(per 1000_ms)

RR

Reception Rate(per 1000 ms)

TAT

Transmission Average Time

RAT

Reception Average Time

TPC

Transmitted Packet Count(per second)

RPC

Received Packet Count(per second)

TTT

Total Transmission Time

TRT

Total Reception Time

DAO

DAO Packet Count

DIS

DIS Packet Count

DIO

DIO Packet Count

CATEGORY

Attack Type or Normal

LABEL

Normal/Malicious Label

 

Dear Deribew, After logging in, the download option is active in the "DATASET FILES" section. If you continue to have problems, you can send me an e-mail. Best regards,
Murat EMEC Fri, 08/25/2023 - 06:57 Permalink
can you send me the link of this database ? i cant download this too . parsaparsafar00@gmail.com
Parsa Parsafar Sun, 11/26/2023 - 08:38 Permalink
Please send me the link to this database. I can't download this too. kathitme@gmail.com
Kavita Rahane Fri, 01/05/2024 - 14:55 Permalink
Please send me the link to this database. I can't download this too. arthynscet2022@gmail.com.
MUKILAN S Mon, 02/26/2024 - 05:10 Permalink
Hi, I have problem on downloading the file, could you please send dataset to my email panpainia@gmail.com, thank you. Best regards.
Dengpan Fu Wed, 02/28/2024 - 14:51 Permalink
Same problem with downloading the dataset. Would highly appreciate if you'd send the dataset to harilm10@yahoo.com. Best regards.
Harish Babu Thu, 02/29/2024 - 04:57 Permalink

Please kindly send me the dataset in my email addreess esseltony@gmail.com. I have problem of downloading

 

essel anthony Tue, 04/30/2024 - 12:27 Permalink

Hello, good day sir. I have problem downloading the dataset. Can you send it to my email aliuolaniyi200@gmail.com. I will be so grateful, thank you in advance 

Habib Aliu Thu, 05/09/2024 - 10:39 Permalink

R/sir,

 

I am not able to download data set. Please email at er.manjeet106@gmail.com

I need it for my phd work.

 

I will be very thankful to you.

 

Regards 

MANJEET SINGH Wed, 05/15/2024 - 16:12 Permalink

please send data to this email shaguftamanzoor.msc@gmail.com

shagufta q Mon, 05/27/2024 - 06:51 Permalink

Hi,

I have a problem in downloading the dataset, can you please send it to my mail id: martinvictor@karunya.edu

Thanks

Martin Victor K Thu, 06/13/2024 - 04:24 Permalink

Hi, I am not able to download the dataset, could you please send me the dataset to my mail id: martinvictor@karunya.edu

Thanks

Martin Victor K Thu, 06/20/2024 - 06:17 Permalink

I have a problem to download the dataset. Can you, please, send me the data to my email.

Tatyana Faingersh Wed, 07/17/2024 - 11:10 Permalink

Can you please send me the file to this Email: 

murad4dev@gmail.com

Murad Amer Sun, 09/01/2024 - 19:45 Permalink

Hi Murat EMEC, I can't download and access the data set, can you send the dataset to my email roro541t@hotmail.com, thanks

Rahaf Althomali Thu, 09/05/2024 - 15:20 Permalink

Please if you allow me I want to send me the dataset (route-4-2023) in my email roro541t@hotmail.com because I want it as soon as possible but I can't access it ,thanks

Rahaf Althomali Thu, 09/05/2024 - 15:34 Permalink

Please send me the link to this database. I can't download this too.

kaushikharsh1619@gmail.com

 
harsh kaushik Wed, 09/25/2024 - 09:58 Permalink

Hi, could you please send the dataset to my email prajishaca@gmail.com. Thank you. 

SHAMLA A Fri, 09/27/2024 - 09:14 Permalink

Hi, I also have problem with downloading the file, could you please send dataset to my email prajishaca@gmail.com, thank you.
Best regards.

SHAMLA A Sat, 10/05/2024 - 11:02 Permalink

Hi Murat.

I can not download this dataset.

Could you please send it to my email sonvoque@gmail.com

Thank you.

Que Son Vo Sun, 10/06/2024 - 13:59 Permalink

Hello,I got troubling to access the dataset,could you pls send the dataset to the email address yaredotool@gmail.com?
Thank you!

kedu almu Tue, 10/15/2024 - 10:56 Permalink

I couldn't download the dataset,please sent it to my email nayansms2002@gmail.com

Nayana M S Fri, 11/01/2024 - 04:53 Permalink

Hi, I have problem on downloading the file, can you please send me link to download the dataset to my email kputrapar@gmail.com? Thank you. Best Regards.

Kristain Putra Tue, 11/12/2024 - 03:48 Permalink

Dear Murat, I face a problem downloading the dataset. Please send me to hanaalemayehu.tolessa@studenti.univr.it 

Hana Alemayehu… Tue, 12/10/2024 - 12:50 Permalink

 Dear Murat EMEC,I have faced a problem downloading the file. t. Could you please send the dataset to my email?

 hanaalemayehu.tolessa@studenti.univr.it

Hana Alemayehu… Fri, 12/13/2024 - 11:58 Permalink

Hi, I'm working on my research and urgently need access to the ROUT-4-2023 dataset. I'm unable to download it as I do not have the required access. Could someone kindly share the dataset with me as a compressed file or provide a direct download link? You can send it to my email address at zakia.jellali@supcom.tn.

Thank you in advance.

Best regards,

Zakia Jellali Wed, 03/12/2025 - 11:34 Permalink

Hello, I have problem downloading this dataset, I would request you to kindly share the dataset to my email : vyas.vaibhav1107@gmail.com, thank you.

Vaibhav Vyas Tue, 04/01/2025 - 10:58 Permalink

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ROUT-4-2023_V2.docx

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