scholarly journals A Synergetic Pattern Matching Method Based-on DHT Structure for Intrusion Detection in Large-scale Network

2011 ◽  
Vol 15 ◽  
pp. 3511-3515 ◽  
Author(s):  
Dong Ma ◽  
Yongjun Wang ◽  
Zhenlong Fu
Keyword(s):  
Intrusion Detection ◽  
Pattern Matching ◽  
Large Scale ◽  
Matching Method ◽  
Large Scale Network ◽  
Scale Network

scholarly journals Malware Detection in Self-Driving Vehicles Using Machine Learning Algorithms

2020 ◽  
Vol 2020 ◽  
pp. 1-9 ◽  
Author(s):  
Seunghyun Park ◽  
Jin-Young Choi
Keyword(s):  
Machine Learning ◽  
Intrusion Detection ◽  
Large Scale ◽  
Malicious Code ◽  
Machine Learning Algorithms ◽  
Security Technology ◽  
Detection Systems ◽  
External Threats ◽  
Large Scale Network ◽  
Scale Network

The recent trend for vehicles to be connected to unspecified devices, vehicles, and infrastructure increases the potential for external threats to vehicle cybersecurity. Thus, intrusion detection is a key network security function in vehicles with open connectivity, such as self-driving and connected cars. Specifically, when a vehicle is connected to an external device through a smartphone inside the vehicle or when a vehicle communicates with external infrastructure, security technology is required to protect the software network inside the vehicle. Existing technology with this function includes vehicle gateways and intrusion detection systems. However, it is difficult to block malicious code based on application behaviors. In this study, we propose a machine learning-based data analysis method to accurately detect abnormal behaviors due to malware in large-scale network traffic in real time. First, we define a detection architecture, which is required by the intrusion detection module to detect and block malware attempting to affect the vehicle via a smartphone. Then, we propose an efficient algorithm for detecting malicious behaviors in a network environment and conduct experiments to verify algorithm accuracy and cost through comparisons with other algorithms.

Large-Scale Network Analysis for Online Social Brand Advertising

MIS Quarterly ◽  
2016 ◽  
Vol 40 (4) ◽  
pp. 849-868 ◽  
Author(s):  
Kunpeng Zhang ◽  
◽  
Siddhartha Bhattacharyya ◽  
Sudha Ram ◽  
◽  
...  
Keyword(s):  
Network Analysis ◽  
Large Scale ◽  
Large Scale Network ◽  
Brand Advertising ◽  
Scale Network
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