TY - GEN
T1 - Cognitive Science-Based Security Framework in Consumer Electronics
AU - Rathore, Shailendra
AU - Park, Jong Hyuk
N1 - Publisher Copyright:
© 2012 IEEE.
PY - 2020/1/1
Y1 - 2020/1/1
N2 - There is rapid utilization of social networking services (SNSs) in the consumer electronics (CE) industries for marketing. Unfortunately, with this rise of SNSs use, the traditional SNSs security techniques fail to address the unique security demands of the SNSs, such as the identification of malicious users that can temper the algorithms used to determine the consumer purchasing decisions on SNSs. To handle such security requirements, we propose a cognitive identification framework that relies on the concept of cognitive science to distinguish malicious user from legitimate user on SNSs. The framework takes benefit of social sensing and data processing competency of apache sparks to analyze real-time SNSs data and make identification decision using machine-learning techniques.
AB - There is rapid utilization of social networking services (SNSs) in the consumer electronics (CE) industries for marketing. Unfortunately, with this rise of SNSs use, the traditional SNSs security techniques fail to address the unique security demands of the SNSs, such as the identification of malicious users that can temper the algorithms used to determine the consumer purchasing decisions on SNSs. To handle such security requirements, we propose a cognitive identification framework that relies on the concept of cognitive science to distinguish malicious user from legitimate user on SNSs. The framework takes benefit of social sensing and data processing competency of apache sparks to analyze real-time SNSs data and make identification decision using machine-learning techniques.
UR - http://www.scopus.com/inward/record.url?scp=85076359292&partnerID=8YFLogxK
U2 - 10.1109/MCE.2019.2941455
DO - 10.1109/MCE.2019.2941455
M3 - Article
AN - SCOPUS:85076359292
SN - 2162-2248
VL - 9
SP - 83
EP - 87
JO - IEEE Consumer Electronics Magazine
JF - IEEE Consumer Electronics Magazine
ER -