This dataset contains 5000 records of features extracted from Network Port Statistics to protect modern-day computer networks from cyber attacks and are thereby classified into 5 classes

Normal:0,

Blackhole:1,

TCP-SYN:2,

PortScan:3,

Diversion:4,

Overflow:5

Switch ID - The switch through which the network flow passed

Port Number - The switch port through which the flow passed

Received Packets - Number of packets received by the port

Received Bytes - Number of bytes received by the port

Sent Bytes - Number of bytes sent by the port

Sent Packets - Number of packets sent by the port

Port alive Duration (S) - The time port has been alive in seconds

Packets Rx Dropped - Number of packets dropped by the receiver

Packets Tx Dropped - Number of packets dropped by the sender

Packets Rx Errors - Number of transmit errors

Delta Received Packets - Number of packets received by the port

Delta Received Bytes - Number of bytes received by the port

Delta Sent Bytes - Number of bytes sent by the port

Delta Sent Packets - Number of packets sent by the port

Delta Port alive Duration (S) - The time port has been alive in seconds

Delta Packets Rx Dropped - Number of packets dropped by the receiver

Delta Packets Tx Dropped - Number of packets dropped by the sender

Delta Packets Rx Errors - Number of receive errors

Delta Packets Tx Errors - Number of transmit errors

Connection Point - Network connection point expressed as a pair of the network element identifier and port number.

Total Load/Rate - Obtain the current observed total load/rate (in bytes/s) on a link.

Total Load/Latest - Obtain the latest total load bytes counter viewed on that link.

Load/Rate - Obtain the current observed unknown-sized load/rate (in bytes/s) on a link.

Unknown Load/Latest - Obtain the latest unknown-sized load bytes counter viewed on that link.

Latest bytes counter - Latest bytes counted in the switch port

Checkis_valit - Indicates whether this load was built on valid values.

vpn_keyTable ID - Returns the Table ID values.

Active Flow Entries - Returns the number of active flow entries in this table.

Packets Looked Up - Returns the number of packets looked up in the table.

Packets Matched - Returns the number of packets that successfully matched in the table.

Max Size - Returns the maximum size of this table.

Label - Label types for intrusions

Sample submission: You should submit a CSV file with a header row and the sample submission can be found below:

Label

2

5

4

3

1

Saving Prediction File & Sample Submission

You can find more details on how to save a prediction file here: https://discuss.dphi.tech/t/how-to-submit-predictions/548

Etc.

Note that the header name should be ‘smoking’ else it will throw an evaluation error.

Notebook Submission

Steps to follow to submit your notebook:

Go to the Notebook section on this challenge page
Click on the 'Upload Notebook' button on top left corner as shown in the image below:
Make sure to make the visibility of your notebook as 'public' while uploading the notebook.
Provide Notebook Title, Summary, add some tags, go to next, chose a file and click on Upload.

Data Sprint 77 - Network Intrusion Detection

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