Exploration of Trust-Based Collaborative Intrusion Detection System Development: A Survey

The rapid increase in cyber breaches has made intrusion detection systems (IDSs) an essential tool for protecting personal and organizational assets. Computer networks grow in size and complexity, standalone IDSs face challenges in identifying advanced and sophisticated threats such as Distributed Denial of Service (DDoS) attacks. To address such issue development and deployment of collaborative intrusion detection system (CIDS) have become essential in today's cyber security landscape to protect against evolving and advanced cyber threats, ensuring the safety and security. These systems aim to enhance the detection capabilities by sharing relevant information and collaborating together to detect and respond to advanced threats. Trust mechanisms play an important role in establishing and maintaining trust relationships between distributed nodes, which improves the overall efficiency and robustness of intrusion detection in CIDS. In this survey we summarizing existing research on trust-based CIDS, identifying challenges, and outlining future directions. The survey aims to highlight the importance and potential of trust-based collaborative intrusion detection systems and inspire researchers to explore innovative solutions.