With the appearance of 5G communication know-how and its integration with AI, we’re trying on the daybreak of a brand new period by which folks, machines, objects, and gadgets are related like by no means earlier than. This sensible period might be characterised by sensible amenities and companies corresponding to self-driving automobiles, sensible UAVs, and clever healthcare. This would be the aftermath of a technological revolution.
However the flip facet of such technological revolution is that AI itself can be utilized to assault or threaten the safety of 5G-enabled techniques which, in flip, can significantly compromise their reliability. It’s, due to this fact, crucial to analyze such potential safety threats and discover countermeasures earlier than a wise world is realized.
In a current examine revealed in IEEE Community, a group of researchers led by Prof. Hyunbum Kim from Incheon Nationwide College, Korea, tackle such points in relation to an AI-based, 5G-integrated digital emotion recognition system known as 5G-I-VEmoSYS, which detects human feelings utilizing wi-fi indicators and physique motion. “Feelings are a important attribute of human beings and separates people from machines, defining day by day human exercise. Nonetheless, some feelings may also disrupt the conventional functioning of a society and put folks’s lives in peril, corresponding to these of an unstable driver. Emotion detection know-how thus has nice potential for recognizing any disruptive emotion and in tandem with 5G and beyond-5G communication, warning others of potential risks,” explains Prof. Kim. “As an example, within the case of the unstable driver, the AI enabled driver system of the automobile can inform the closest community towers, from the place close by pedestrians could be knowledgeable by way of their private sensible gadgets.”
The digital emotion system developed by Prof. Kim’s group, 5G-I-VEmoSYS, can acknowledge at the very least 5 sorts of emotion (pleasure, pleasure, a impartial state, unhappiness, and anger) and consists of three subsystems coping with the detection, movement, and mapping of human feelings. The system involved with detection known as Synthetic Intelligence-Digital Emotion Barrier, or AI-VEmoBAR, which depends on the reflection of wi-fi indicators from a human topic to detect feelings. This emotion info is then dealt with by the system involved with movement, known as Synthetic Intelligence-Digital Emotion Move, or AI-VEmoFLOW, which permits the movement of particular emotion info at a selected time to a selected space. Lastly, the Synthetic Intelligence-Digital Emotion Map, or AI-VEmoMAP, makes use of a considerable amount of this digital emotion knowledge to create a digital emotion map that may be utilized for menace detection and crime prevention.
A notable benefit of 5G-I-VEmoSYS is that it permits emotion detection with out revealing the face or different personal components of the themes, thereby defending the privateness of residents in public areas. Furthermore, in personal areas, it offers the consumer the selection to stay nameless whereas offering info to the system. Moreover, when a critical emotion, corresponding to anger or concern, is detected in a public space, the data is quickly conveyed to the closest police division or related entities who can then take steps to stop any potential crime or terrorism threats.
Nonetheless, the system suffers from critical safety points corresponding to the potential for unlawful sign tampering, abuse of anonymity, and hacking-related cyber-security threats. Additional, the hazard of sending false alarms to authorities stays.
Whereas these considerations do put the system’s reliability at stake, Prof. Kim’s group are assured that they are often countered with additional analysis. “That is solely an preliminary examine. Sooner or later, we have to obtain rigorous info integrity and accordingly devise strong AI-based algorithms that may detect compromised or malfunctioning gadgets and provide safety towards potential system hacks,” explains Prof. Kim, “Solely then will it allow folks to have safer and extra handy lives within the superior sensible cities of the longer term.”