Securing IoT Networks: Leveraging Big Data for Enhanced Resilience
T Anitha, Krishna Nand Mishra, Veera Bhaskar Talukdar, Krishna Priya, Shahanawaj Ahamad, Ankur Gupta · 2024
Keeping IoT networks secure and resilient has become more difficult as the number of connected devices continues to rise. Everything is happening in a world where connections are strengthening. Due to the ever-growing and changing nature of IoT ecosystems, there are substantial security concerns and vulnerabilities associated with volume, variety, along with velocity of data generated by these devices. This is why big data-driven security solutions have surfaced as a promising tactic for bolstering the safety of IoT networks and reducing the impact of possible dangers. In order to protect and enhance the integrity of IoT networks, this research will examine current breakthroughs in security solutions that are driven by big data. Examining the many methods and technologies that detect, avoid, and address security breaches in IoT environments via use of big data analytics is goal of this research. Moreover, we analyze challenges and opportunities associated with implementing these solutions, while also highlighting present trends along with future directions in the field of robust along with secure IoT networks. Using cutting-edge, big data-driven security technologies, this study lays out a methodical way to protect and guarantee the resilience of IoT networks. Data collection, compliance, and reporting are all essential parts of the process flow, which provides a thorough framework for reducing risks and protecting against new threats.