Intelligent Prediction and Rural Financial Development Based on Abnormal Detection of Sensor Data

Table 3

Attack characteristics of sensor networks.

Typical attack method	Attack description	Representative characteristics
Malicious data tampering	Attackers maliciously modify the collected data or reported data in the network, causing abnormalities in the data transmitted and reported by the network nodes.	Perceived data such as temperature, humidity, luminosity, and data flow information
Fake data injection	Attackers use false control data or unsupervised data to compress the sensor network, causing network failures or unreliable data reported by nodes.	Sensing data such as temperature, humidity, luminosity, and data flow information entropy