IIC Journal of Innovation 19th Edition The Role of Artificial Intelligence in Industry | Page 61

DDoS Attack Identification
• Edge-IoT – Point where data is collected , sensing is done for Internet of Things device
• eNB – Base stations in 4G LTE networks
• gNB – 3GPP 5G next-generation base station supporting 5G
• HMM – Hidden Markov Models
• IMEI – International Mobile Equipment Identity
• IoT – Internet of Things
• KPI - Key Performance Indicators
• LTE – Long-Term Evolution
• MEC – Multi-access Edge Computing
• MME – Mobility Management Entity
• PGW – Packet Data Network Gateway Technology
• RACCH – Random Access Control Channel
• RACH – Random Access Channel
• RAN – Radio Access Network
• RL – Reinforced Learning
• RRC – Radio Resource Control
• SINR – Signal to Interference Plus Noise Ratio
• Slice – Independent end-to-end logical network
• STFT – Short Time Fourier Transform
• UE – User Equipment
• UPF – User Plane Function
• Uplink – Part of the communication link signal

2 MOTIVATION

By 2027 , IoT devices are expected to outnumber mobile phone devices by a factor of nearly 4 to 1 . Through efficiency and capacity upgrades , 5G IoT devices and radio networks are likely to absorb a large portion of this demand rise . While the radio interface will eventually become less of a bottleneck for legitimate IoT device and traffic volume growth , it may also pass on a greater number of illegitimate IoT DDoS attack traffic to upstream network nodes and IoT platforms .
56 March 2022