Attack Detection in SDN-based Intelligent Transportation Networks
--> Deployed a SDN paradigm for attack detection in SDN-enabled Openflow swiches present in VANET's. --> Based on the network traffic, the controller uses the proposed approach to detect which of the links present in the network is under attack using deep learning methods like ANN, CNN and LSTM. --> Simulations were carried out using Floodlight Controller, Mininet-Wifi, Iperf and Python APIs.
2018-1 - 2018-1
Stream Analytics using Real Time Sensor Data
--> A smart Home Automation System was developed using the datasets collected from TI Sensor Tag CC2650 and Raspberry Pi to control the home appliances connected through Internet. --> Predictions and classifications was done using K- nearest neighbors and Gaussian Classifiers.The results were visualized in RPi and Microsoft Azure using edge and cloud computing.
2018-1 - 2018-4
Development of Credible and Integrated Electronic Voting Machine
Designed a novel tamper resistant Electronic Voting System to mitigate duplicate votes. The EVM with multi-fold security was implemented using bio-metric recognition, face recognition, Voter ID card detection and a manual balloting system.
2016-7 - 2017-4
IoT based Agro Automation System using Machine Learning Algorithms
--> Built a semi-autonomous Agro robot with a completely secured and reliable system to monitor the water flow, fertilizer effect on the crops which reduces the toiling endeavours undertaken by farmers. --> The analysis was done through PTC ThingWorx cloud computing platform and Machine Learning Algorithms.