Agent Based Intrusion Detection System

Prof. Nisha Chaube, Onkar Kodape, Prajwal Kulkarni, Sahil Patil, Shrishail Dhole
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Abstract

With the growing complexity and sophistication of cyber threats, network security has become a vital aspect of any organization’s cyber security efforts. Among the critical solutions, effective monitoring and analysis tools(So-In, 2009) play an invaluable role. ABIDS provides a versatile platform for real-time monitoring, alerting, and visualization of the network infrastructure. This paper attempts to demonstrate how ABIDS can serve as a basis for improved network security. Furthermore, I elaborate on ABIDS’ features and abilities that make it a good choice for this purpose, such as the ability to collect the data in various ways, its compatibility with multiple protocols and devices, and its flexible alerting system. We also outline practical use-cases for ABIDS in cybersecurity operations(Ou et al., 2011), including practice recommendations on proactive threat hunting, the identification of anomalies, and timely incident responses. By incorporating ABIDS with traditional security infrastructures and solutions, organizations will be able to set up smoother and more insightful security monitoring habitats. Case studies and focused examples explain how ABIDS can help organizations enhance defence, manage risk and protect core assets against persistent cyber adversaries with adaptive capabilities(Tahri et al., 2022). We also discuss some of the deployment techniques and practices to deploy ABIDS in security-intensive environments, including the ability to scale, performance, and resource requirements. In conclusion, this paper is of the opinion that ABIDS should be strategically adopted and integrated into modern cybersecurity methods and approaches as a foundational resultant. Using ABIDS as a tool for security monitoring and analysis would strengthen the organization’s defences agains6t potential cyber-attacks while ensuring the availability and integrity of their network infrastructure.
基于代理的入侵检测系统
随着网络威胁的复杂性和先进性不断增加,网络安全已成为任何组织网络安全工作的一个重要方面。在各种关键解决方案中,有效的监控和分析工具(So-In,2009 年)发挥着不可估量的作用。ABIDS 为网络基础设施的实时监控、警报和可视化提供了一个多功能平台。本文试图展示 ABIDS 如何为改善网络安全奠定基础。此外,我还详细阐述了 ABIDS 的特点和能力,这些特点和能力使其成为实现这一目的的良好选择,例如以各种方式收集数据的能力、与多种协议和设备的兼容性以及灵活的警报系统。我们还概述了 ABIDS 在网络安全运营中的实际用例(Ou 等人,2011 年),包括主动捕获威胁、识别异常和及时事件响应等方面的实践建议。通过将 ABIDS 与传统的安全基础架构和解决方案相结合,企业将能够建立更顺畅、更有洞察力的安全监控习惯。案例研究和重点举例说明了 ABIDS 如何帮助企业加强防御、管理风险并保护核心资产免受具有自适应能力的持久性网络对手的侵害(Tahri 等人,2022 年)。我们还讨论了在安全密集型环境中部署 ABIDS 的一些部署技术和实践,包括扩展能力、性能和资源要求。总之,本文认为应战略性地采用 ABIDS,并将其集成到现代网络安全方法和途径中,作为一项基础性成果。使用 ABIDS 作为安全监控和分析工具,可加强组织对潜在网络攻击的防御,同时确保其网络基础设施的可用性和完整性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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