Aim: The Aim of this Research paper is Analysing the security over the Firmware attacks in Wireless Sensor Network by using the Novel Distribution algorithm and Adaptive Routing algorithm(AR) classification Algorithms. Materials and Methods: The study contains the survey among the Different operating systems such as FreeRTOS, POSIX or WIN32.And there are nearly 10 simulators to take a survey among these. Here the number of groups is 2 and group1 is Distribution algorithm (79.50%) and group2 is Adaptive Routing(81.25%) and the sample output size is 32. Result: The performance has been improved in terms of accuracy for the novel Distribution algorithm with 79.50% while the Adaptive Routing Algorithm has shown accuracy of 81.25%. The mean 85.49, mean accuracy detection is ±1SD and significant value is .0424 (p < 0.05) from an independent sample T test with gpower value of 80. Conclusion: The final outcome of the Distribution algorithm is found to be more significantly more accurate than the Adaptive routing algorithm.