Faculty of Computing

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Author: search.filters.author.Fernando, VHas files: Yes

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    Digital Forensic Investigation Framework for Marine Industry
    (IEEE, 2022-07-18) Fernando, V; Senarathne, A
    A massive 400% increase of cyber-attacks was reported in the Marine industry since February 2020 up to date. Experiments and research are being conducted towards safeguarding data in various technological aspects of the marine environment with regards to navigation, transportation and system management. At present, generic investigation processes are developed for computer incidents and forensic readiness in this sector, but those do not describe the investigation process precisely. Although there are incident analysis technologies implemented for the Marine environment, it lacks reliable digital forensic tools for evidence extraction and analysis. Therefore, in this research, a comprehensive digital forensic investigation framework is proposed, answering the issues of existing frameworks, and a tool is implemented for the examination of navigational evidence. Forensic procedures of existing investigation methodologies were taken into consideration when developing the fusion framework. The Marine Geo Navigator was implemented with the technologies of Machine Learning and Visualization to evaluate geolocations and paths of vessels. Through expert analysis, the proposed investigation framework was verified as a suitable process to be utilized in the Marine industry and the tool was validated resulting an acceptable level of accuracy.
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    VEHlA: Safety enhancement of non-premium vehicle assisting system for personal vehicle users
    (IEEE, 2021-01-20) Manamperi, V; Liyaarachchi, K; Samaranayake, S; Fernando, V; Abeygunawardhana, P. K. W; De Silva, R
    “Vehia” is a personal vehicle driving assistant which renders a massive support to the driver while drive the vehicle. As it is already known that, humans have great relationship with the automobiles since the innovation of the first wheel in stone age era. As a result of the development of the technology many vehicle manufacturing industries were established. In current society, there are many modern cars with tremendous features in it like, Mercedes, BMW, Audi, Tesla etc. Those cars are highly technical and even higher in price. Majority of the people are not affordable on buying those vehicles since the middle range vehicles are not capable of much features like, visualizing performance, driver safety etc. “Vehia” is a device with a multi-informative display which can easily connect to the vehicle that supports the driver in many ways. This device is basically reducing the discrimination of high-tech cars and the middle range cars. So, it provisions utmost same feeling which can gain by an advanced high price car to the driver via a middle range vehicle. This device increases the driver safety by various features like giving alerts and consists with a smartphone based mobile application to interconnect with the mechanics in case of troubleshooting.