Due to our over-reliance on web-based communication and technology, cyber security threats are common now. This menace has mainly targeted manufacturing and chemical sectors. Services and operations can be seriously jeopardized by the cyber-attacks on the above-mentioned sectors exposing the entire population to a huge risk. Safe and secure access to sensitive information and other hazardous entities has become a challenge due to the increased number of these sophisticated cyber-attacks. Large-scale processing and manufacturing of chemicals are few of the typical attributes of an industrial process plant specifically a chemical plant. Such type of a plant is provided with a set of raw materials as an input, which performs certain reactions to give us the desired chemical and with some other residual output.