Abstract

The paper presents an overview of current and expected prospects for the development of artificial intelligence algorithms, especially in military applications, and conducted research regarding applications in the area of civilian life. Attention was paid mainly to the use of AI algorithms in cybersecurity, object detection, military logistics and robotics. It discusses the problems connected with the present solutions and how artificial intelligence can help solve them. It briefly presents also mathematical structures and descriptions for ART, CNN and SVM networks as well as Expectation–Maximization and Gaussian Mixture Model algorithms that are used in solving of discussed problems. The third chapter discusses the attitude of society towards the use of neural network algorithms in military applications. The basic problems related to ethics in the application of artificial intelligence and issues of responsibility for errors made by autonomous systems are discussed.

Highlights

  • IntroductionOne of the main pillars determining the position of a state in the international arena is its military potential

  • Military Systems and Their InfluenceOne of the main pillars determining the position of a state in the international arena is its military potential

  • Explainable Artificial Intelligence (XAI) is a new trend that relates to the methods and techniques of applying artificial intelligence technology, so that the obtained solution results are understandable to the average person [74,75]

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Summary

Introduction

One of the main pillars determining the position of a state in the international arena is its military potential. Most modern AI algorithms require large amount of data [5] for example AI algorithms to natural language processing [6]. They can work better, faster and more efficient, but they cannot work well without access to large databases. In recent years AI hast taken part in creating new standards of social behavior, people-to-people contacts and even politics and functioning on Sense of Security of Citizens. In recent years AI hast taken part in creating new standards of social behavior, people-to-people contacts and even politics and functioning of state, what the the authors writewrite about in [17,18,19].

Methodology
Taxonomy
Practical Using of Neural Networks in Military Applications
Application of Neural Networks in Object Location
Structure ofAdaptive the Adaptive
Location of Underwater Mines Using Deep Convolutional Neural Network
Application of Neural Networks in Cybersecurity
Bioinspired AI Robots on the Battlefield
AI Applications for Military Logistics
Big Data in Milatry Data Processing and Modeling
Impact of Using Artificial Intelligence in Military on Society
Explainable Artificial Intelligence
Cooperation with Robots
Ethics
Consequences of Errors
Findings
Conclusions
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