Volume 9 - Issue 4
Anomaly Detection Technology Using Potential Difference Displacement Detection of Data Bus
- Hye Lim Jeong
Department of Information Security, Sejong University, Seoul, Korea
hyello13@gmail.com
- Sung Kyu Ahn
Department of Information Security, Sejong University, Seoul, Korea
yiimfn@gmail.com
- Sung Hoon Baek
Department of Computer System Engineering, Jungwon University, Chungbuk 28024, Korea
shbaek@jwu.ac.kr
- Ki-Woong Park
Department of Information Security, Sejong University, Seoul, Korea
woongbak@sejong.ac.kr
Keywords: Ransomware Detection, Entropy, Computation-less, Abnormal Data Flow
Abstract
Ransomware attacks are constantly changing, and the damage they cause has increased. Detection
and recovery researches and technologies that respond to variants of ransomware to prevent damage
have high safety standards and sacrifices have to be made for the effective application of system
re-sources. To overcome such problems,We proposed the determination of entropy using a measurement
of the changes in voltages of capacitor microcurrent for distinguishing of the abnormal data
accordingly. We hypothesized that both the unencrypted file and the encrypted file will affect voltage
change that occur with the data from the I/O channels of the storage. The hypothesis was tested
through an experiment that was conducted by implementing the storage and a capacitor circuit on a
software level. Experimental results showed that the electrical properties could be detected by the
capacitor, and the abnormal data could be detected by entropy calculations in the I/O channels of the
storage.