• S. Modhe
• Prof. Manish Rai

With recent developments in electronics, the sensors nowadays are capable of performing multiple functions. The use of multi-function sensors has increased and hence dropped their prices down dramatically. Improvements in the design of sensors have lower power consumption. The sensors take input from the physical environment which is converted into electronic form and communicate with the network; some sensors may have data processing capability. The sensors are very useful in civil, medical and military applications, for collecting information from the physical environment where humans are having limitations. The sensors can be installed to access locations such as battlefield investigation, environment monitoring, etc. The ubiquitous sensors are generally deployed in open and unprotected environment hence become very easily accessible to be attacked by intruders. Thus, it becomes necessary to protect it. As Intrusion detection system is most promising defensive method against attacks on ubiquitous sensor network. In this paper we have proposed Hybrid Intrusion Detection System for ubiquitous Sensor Network. It combines the benefits of both anomaly detection and signature based detection mechanisms of intrusion detection.

Ubiquitous Sensor Networks, Anomaly detection, hybrid Intrusion Detection System and Signature based detectio

"Development of Hybrid Intrusion Detection System for Ubiquitous sensor networks ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 10, page no.a777-a782, October-2021, Available :http://www.jetir.org/papers/JETIR2110097.pdf

"Development of Hybrid Intrusion Detection System for Ubiquitous sensor networks ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 10, page no. ppa777-a782, October-2021, Available at : http://www.jetir.org/papers/JETIR2110097.pdf