Modeling for Malicious Traffic Detection in 6G Next Generation Networks

Cybersecurity in the Internet of Things in Industrial Management

“…Those aforementioned issues augment the chances of cyber attacks to IoT systems, namely plants, transportation and household appliances [9], demanding substantial improvement in terms of authentication from remote systems, encryption from new sensors, and web interface and computer software for intrusion detection [46]. Additionally, the more IoT innovation, the more development in wireless tech-nologies, as well, such as the 5G, optimized well beyond voice and data, offering thus a vast array of opportunities [15,47].…”

“…The literature review we present in this piece of literature, also suggest a set of security solutions for cordless sensor networks with respect to IoT [48,49,50]. In par-ticular, in terms of network computing, of decentralized architectures, made up of countless objects [15], such as the Blockchain [25] and cloud computing systems that ease network management and configuration [51,52], ameliorating thus the IoT secu-rity [53], through sensors that optimize the sending of data, avoiding thus the redun-dancy in the wireless channels by systems such as big data that improve networking [18,30,54,55].…”

“…To summarize, 5G and 6G networks can provide novel communication networks infrastructure, although IoT will remain with the same energy capacity for hackers take advantage of this weaknesses. There is a need for a system to identify and counter potential threats in those next generation networks and decentralised systems like Blockchain [15].…”

“…In general, security objectives comprise privacy, in terms of information not inappropriately disclosed to unauthor-ized devices or individuals to be modified or destroyed [11,12]. In this way, due to the countless connected devices that based IoT, society is becoming also increasingly vul-nerable to cyber attacks, such as Denial-of-service attacks, direct access attacks [13] performed for example by hackers and insiders [14,15]. Technology is increasingly more central in our daily lives, which means that also cybercrime and cyber security tools evolve concomitantly [16,17], comprising the whole manufacturing sector [18] that needs to invest in cyber security counter measures, while new cyber security technologies are emerging for IoT cyber security management [19].…”

Cybersecurity in the Internet of Things in Industrial Management

“…Hence, due to the countless existing IoTbased connected devices, society is also becoming increasingly vulnerable to cyber-attacks such as denial-of-service attacks [13] by hackers and insiders, for instance, that deny direct access to devices, etc. [14,15]. Technology is increasingly more central in our daily lives, which means that cybercrime and cybersecurity tools evolve concomitantly [16,17], across the whole manufacturing sector [18], which needs to invest in cybersecurity countermeasures, while new technologies are emerging for IoT cybersecurity management [19].…”