IRC

Download: irc Zip File

Abstract

Number of Instances:	30	Security Area:	Network Protocols
Number of Attributes:	15	Date Donated:	2012
Missing Values?	-	Associated ML Tasks:	Network Analysis

Source

Mike Sconzo

Security Repository

Secrepo.com

Dataset Information

Implements the core IRC analysis support. The logging model is to log IRC commands along with the associated response and some additional metadata about the connection if it’s available.

Attribute Information

	Data Type	Count	Unique Values	Missing Values
ts	float64	30	20	0
uid	object	30	8	0
id.orig_h	object	30	7	0
id.orig_p	int64	30	7	0
id.resp_h	object	30	7	0
id.resp_p	int64	30	7	0
nick	object	22	8	8
user	object	14	6	16
command	object	30	3	0
value	object	30	20	0
addl	object	22	13	8
dcc_file_name	float64	0	0	30
dcc_file_size	float64	0	0	30
dcc_mime_type	float64	0	0	30
fuid	float64	0	0	30

Relevant Papers

Bro Logs http://gauss.ececs.uc.edu/Courses/c6055/pdf/bro_log_vars.pdf

Neise, Patrick. "Intrusion Detection Through Relationship Analysis". Oct 2016 https://www.sans.org/reading-room/whitepapers/detection/intrusion-detection-relationship-analysis-37352

Frances Bernadette C. De Ocampo, Trisha Mari L. Del Castillo, Miguel Alberto N. Gomez. "AUTOMATED SIGNATURE CREATOR FOR A SIGNATURE BASED INTRUSION DETECTION SYSTEM WITH NETWORK ATTACK DETECTION CAPABILITIES". 2013 http://sdiwc.net/digital-library/automated-signature-creator-for-a-signature-based-intrusion-detection-system-with-network-attack-detection-capabilities-pancakes.html

Associate Data Science Notebook