Applying Correlation and Regression Analysis to Detect Security Incidents in the Internet of Things
نویسندگان
چکیده
In this paper, authors propose a complex of correlation-based methods for security incidents detection and investigation in large-scale networks of heterogeneous devices such as Internet of Things. Proposed methods aim to detect both known and unknown attacks in the Internet of Things.
منابع مشابه
A Survey of Anomaly Detection Approaches in Internet of Things
Internet of Things is an ever-growing network of heterogeneous and constraint nodes which are connected to each other and the Internet. Security plays an important role in such networks. Experience has proved that encryption and authentication are not enough for the security of networks and an Intrusion Detection System is required to detect and to prevent attacks from malicious nodes. In this ...
متن کاملA Mutual Authentication Method for Internet of Things
Today, we are witnessing the expansion of various Internet of Things (IoT) applications and services such as surveillance and health. These services are delivered to users via smart devices anywhere and anytime. Forecasts show that the IoT, which is controlled online in the user environment, will reach 25 billion devices worldwide by 2020. Data security is one of the main concerns in the IoT. ...
متن کاملRole and Application of RFID Technology in Internet of Things: Communication, Authentication, Risk, and Security Concerns
The Internet of Things (IoT) is a very encouraging and fast-growing area that brings together the benefits of wireless systems, sensor networks, actuators, etc.A wide range of IoT applications have been targeted and several aspects of this field have been identified to address specific issues, as well as technologies and standards developed in various domains such as in radio frequency id...
متن کاملIdentifying and Ranking Ethical Issues of the Internet of Things in Medical Sciences using Stepwise Weight Assessment Ratio Analysis
Background and Objectives: The Internet of Things (IoT) refers to billions of physical devices around the world that are now connected to the internet, all collecting and sharing data. The IoT has been widely applied to interconnect available medical resources and provide reliable, effective and smart healthcare service to the people. The social acceptance of IoT applications and services stron...
متن کاملارائه طرح احراز اصالت سبک با قابلیت گمنامی و اعتماد در اینترنت اشیا
The Internet of Things (IoT), is a new concept that its emergence has caused ubiquity of sensors in the human life. All data are collected, processed, and transmitted by these sensors. As the number of sensors increases, the first challenge in establishing a secure connection is authentication between sensors. Anonymity, lightweight, and trust between entities are other main issues that shoul...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015