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

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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

 

Comments

the file cant be download what can i do

Submitted by Deribew beko on Thu, 08/24/2023 - 07:56

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,

Submitted by Murat EMEC on Fri, 08/25/2023 - 02:57

can you send me the link of this database ? i cant download this too .
parsaparsafar00@gmail.com

Submitted by Parsa Parsafar on Sun, 11/26/2023 - 03:38

I sent the data set to your e-mail address.

Submitted by Murat EMEC on Mon, 12/18/2023 - 03:47

Please send me the link to this database. I can't download this too.
kathitme@gmail.com

Submitted by Kavita Rahane on Fri, 01/05/2024 - 09:55

Dear Kavita,

I sent the rout-4-2023 database as ".rar" to the e-mail address.

Best regards

Submitted by Murat EMEC on Tue, 01/09/2024 - 04:11

Please send me the link to this database. I can't download this too.
arthynscet2022@gmail.com.

Submitted by MUKILAN S on Mon, 02/26/2024 - 00:10

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

Submitted by Dengpan Fu on Wed, 02/28/2024 - 09:51

Same problem with downloading the dataset. Would highly appreciate if you'd send the dataset to harilm10@yahoo.com. Best regards.

Submitted by Harish Babu on Wed, 02/28/2024 - 23:57