Sorry, you need to enable JavaScript to visit this website.

facebooktwittermailshare

QoI: Assessing Participation in Threat Information Sharing

Abstract: 

We introduce the notion of Quality of Indicator (QoI) to assess the level of contribution by participants in threat intelligence sharing. We exemplify QoI by metrics of the correctness, relevance, utility, and uniqueness of indicators. We build a system that extrapolates the metrics using a machine learning process over a reference set of indicators. We compared these results against a model that only considers the volume of information as a metric for contribution, and unveiled various observations, including the ability to spot low-quality contributions that are synonymous to free-riding.

up
0 users have voted:

Paper Details

Authors:
Jeman Park, Hisham Alasmary, Omar Al-Ibrahim, Charles Kamhoua, Kevin Kwiat, Laurent Njilla, Aziz Mohaisen
Submitted On:
19 April 2018 - 1:10pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Jeman Park
Paper Code:
SS-L14.4
Document Year:
2018
Cite

Document Files

JemanPark_ICASSP_QoI.pptx

(104)

Subscribe

[1] Jeman Park, Hisham Alasmary, Omar Al-Ibrahim, Charles Kamhoua, Kevin Kwiat, Laurent Njilla, Aziz Mohaisen, "QoI: Assessing Participation in Threat Information Sharing", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/2985. Accessed: Apr. 20, 2019.
@article{2985-18,
url = {http://sigport.org/2985},
author = {Jeman Park; Hisham Alasmary; Omar Al-Ibrahim; Charles Kamhoua; Kevin Kwiat; Laurent Njilla; Aziz Mohaisen },
publisher = {IEEE SigPort},
title = {QoI: Assessing Participation in Threat Information Sharing},
year = {2018} }
TY - EJOUR
T1 - QoI: Assessing Participation in Threat Information Sharing
AU - Jeman Park; Hisham Alasmary; Omar Al-Ibrahim; Charles Kamhoua; Kevin Kwiat; Laurent Njilla; Aziz Mohaisen
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/2985
ER -
Jeman Park, Hisham Alasmary, Omar Al-Ibrahim, Charles Kamhoua, Kevin Kwiat, Laurent Njilla, Aziz Mohaisen. (2018). QoI: Assessing Participation in Threat Information Sharing. IEEE SigPort. http://sigport.org/2985
Jeman Park, Hisham Alasmary, Omar Al-Ibrahim, Charles Kamhoua, Kevin Kwiat, Laurent Njilla, Aziz Mohaisen, 2018. QoI: Assessing Participation in Threat Information Sharing. Available at: http://sigport.org/2985.
Jeman Park, Hisham Alasmary, Omar Al-Ibrahim, Charles Kamhoua, Kevin Kwiat, Laurent Njilla, Aziz Mohaisen. (2018). "QoI: Assessing Participation in Threat Information Sharing." Web.
1. Jeman Park, Hisham Alasmary, Omar Al-Ibrahim, Charles Kamhoua, Kevin Kwiat, Laurent Njilla, Aziz Mohaisen. QoI: Assessing Participation in Threat Information Sharing [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/2985