Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Vehicles are becoming more and more connected, this opens up a larger attack surface which not only affects the passengers inside vehicles, but also people around them. These vulnerabilities exist because modern systems are built on the comparatively less secure and old CAN bus framework which lacks even basic authentication. Since a new protocol can only help future vehicles and not older vehicles, our approach tries to solve the issue as a data analytics problem and use machine learning techniques to secure cars.  develop a Hidden Markov Model to detect anomalous states from real data collected from vehicles. Using this model, while a vehicle is in operation,  are able to detect and issue alerts. Our model could be integrated as a plug-n-play device in all new and old cars.
['Sandeep Nair Narayanan', 'Sudip Mittal', 'Anupam Joshi']
I am writing a research paper on a idea Using Data Analytics to Detect Anomalous States in Vehicles
[{"from": "human", "value": "I am writing a research paper on a idea Using Data Analytics to Detect Anomalous States in Vehicles"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Vehicles are becoming more and more connected, this opens up a larger attack surface which not only affects the passengers inside vehicles, but also people around them. These vulnerabilities exist because modern systems are built on the comparatively less secure and old CAN bus framework which lacks even basic authentication. Since a new protocol can only help future vehicles and not older vehicles, our approach tries to solve the issue as a data analytics problem and use machine learning techniques to secure cars.  develop a Hidden Markov Model to detect anomalous states from real data collected from vehicles. Using this model, while a vehicle is in operation,  are able to detect and issue alerts. Our model could be integrated as a plug-n-play device in all new and old cars."}]