人工智能技术在打击网络犯罪中的应用
Applications of Artificial Intelligence Techniques to Combating Cyber Crimes: A Review
摘要:
随着信息技术的进步,犯罪分子正在利用网络空间实施许多网络犯罪。网络基础设施非常容易受到入侵和其他威胁。物理设备和人工干预不足以监控和保护这些基础设施;因此,需要更复杂的网络防御系统,这些系统需要灵活,适应性强,鲁棒性强,能够检测各种威胁并做出智能实时决策。许多生物启发的人工智能计算方法在网络犯罪检测和预防中发挥着越来越重要的作用。本研究的目的是介绍迄今为止在应用人工智能技术打击网络犯罪领域取得的进展,展示这些技术如何成为检测和预防网络攻击的有效工具,并为未来的工作提供范围。
英文摘要:
With the advances in information technology (IT) criminals are using cyberspace to commit numerous cyber crimes. Cyber infrastructures are highly vulnerable to intrusions and other threats. Physical devices and human intervention are not sufficient for monitoring and protection of these infrastructures; hence, there is a need for more sophisticated cyber defense systems that need to be flexible, adaptable and robust, and able to detect a wide variety of threats and make intelligent real-time decisions. Numerous bio-inspired computing methods of Artificial Intelligence have been increasingly playing an important role in cyber crime detection and prevention. The purpose of this study is to present advances made so far in the field of applying AI techniques for combating cyber crimes, to demonstrate how these techniques can be an effective tool for detection and prevention of cyber attacks, as well as to give the scope for future work.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。