• Anomaly detection of SVM under poisoning attack 

  Samanwickrama, WD; Amadoru, I.J.; Perera, LDRD (Wayamba University Research Congress, 2021)

  Machine Learning (IvIL) applications have been adopted heavily due to the use of artificial intelligence systems, cloud computing, social media and smart computing. Venders integrate ML into products across various ...
• Efficacy of using SVM on Iot Security Threat Identification under Reduced Feature Set Architecture Compared to J48 and Random Forest Algorithms using UCI Benchmark Data Set 

  Samanwickrama, WD; Munasinghe, Lankeshwara; Perera, LDRD (Wayamba University Research Congress, 2020)

  More than 5 billion IoT devices are on the Internet due to smart technology development in 2020. Most of them are connected to the Internet and they will create an easy gateway to hackers. So the network security has ...
• Effective Feature Reduction for Classifying IoT Security Threats Using One Class – SVM 

  Samanwickrama, WD; Munasinghe, Lankeshwara; Perera, LDRD (Wayamba University Research Congress, 2019)

  IoT usage has shown rapid increase in the smart world. It has estimated that the number of IoT devices will be over 5 billion by 2020. With the rapid increase in IoT usage, ensuring network security of IoT has become ...
• Host based machine learning approach to detect data exfiltration on computer networks 

  Samanwickrama, WD; Wickramasinghe, Indika; Perera, LDRD (Wayamba University Research Congress, 2018)

  Data exfiltration, unauthorized transfer of sensitive information, is a most common threat on computer networks. lt uses legitimate communication channels such as hypertext transfer protocol (HTTP) and hypertext transfer ...
• Digital Image Encryption Based on Elliptic Curve Cryptography and Multiple Chaotic Systems 

  Bandara D.M.S; Ekanayake E.M.C.L (Proceedings of Wayamba University Research Congress, 2019)

  The digital image, especially in Biometric image is important to deliver information on the internet. The main challenging issue is security of these digital images. There is no perfect information security method but only ...
• Developing Image Encryption Process using Self-Invertible Matrix of Hill Cypher Method 

  Wijesinghe W. A. D. C; Bandara D. M. S. (Proceedings of Wayamba University Research Congress, 2020)

  Images are widely used in the world for different purposes. So, the risk is increasing when sharing images through unsecured networks. In this paper we propose an algorithm to encrypt images by using Self-Invertible Matrix ...
• Text Encryption and Decryption with 3 × 3 Self-Invertible Matrix Generation 

  Upekha T. D. K; Bandara D. M. S. (Proceedings of Wayamba University Research Congress 2020, 2020)

  Secret information transfer from one place to another is a critical task with higher technology. The safeguarding of the message security becomes a challenge and as a result, the information security programs are implemented ...
• User behaviour observation and analysis through lot 

  Vidanagama, V.G.T.N. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• Characterization of double layer supercapcitor based on locally developed activated carbon/polytetrafluoroethylene electrode in high concentrated aqueous electrolyte 

  Chathuranga, G.G.; Fernando, C.A.N.; Liyanaarchchi, U.S. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• A green approach to synthesize chitosan nanoparticles from shrimp exoskeleton:basis to develop control release nanofertilizer 

  Shantha Siri, J.G.; Fernando, C.A.N.; De Silva, N. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• Enhancing photocurrent of p-Cu2O by synthesis of p-Cu2O/rGO composite films 

  Samarakoon, S.P.A.U.K.; Fernando, C.A.N. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• A collision predicting mechanism for automobiles 

  Herath, H.M.A.J.; Wijesinghe, W.A.S.; Walpola, M.J. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• Conversion of industrial waste of pineapple (peel) into vinegar by accelerated method for commercialization 

  Jayasinghe, C.V.L.; Gunathilake, K.D.P.P.; Jayasinghe, J.M.J.K.; Sukirtha, S. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• Impact of trade policies on Sri Lankan households' food consumption:a CGE model approach 

  Mendis, M.S.S.; Edirisinghe, J.C.; Jayasinghe-Mudalige, U.K. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• Effect of price changes on household food security in the rural, urban and estate sectors in Sri Lanka 

  Thamilini, J.; Silva, K.D.R.R,; Jayasinghe-Mudalige, U.K.; Edirisinghe, J.C.; Herath, H.M.L.K. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• Ceylon cinnamon improves the blood pressure, lipid profile and antioxidant status of prehypertensives 

  Gunawardena, H.P.; Silva, K.D.R.R.; Sivakanesan, R. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• The irregular echinoids of Sri Lanka 

  Arachchige, G.M.; Jayakody, S.; Mooi,R. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• A low cost photoelectrochemical cel based on quantum dots sensitized thiocyanate 

  Karunarathna, P.G.D.C.K.; Fernando, C.A.N.; De Silva, S.N.T. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• Effects of consumption of processed marine fish on cardiovascular risk factors 

  Devadawson, C.; Sivakanesan, R.; Chandrasekara, A.; Arulnithy, K.; Jayasinghe, C. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)
• Phenolic compounds and antioxidant activities of commonly consuming legume varieties in Sri Lanka 

  Herath, H.M.A.J.; Chandrasekara, G.A.P. (Senate Research and Higher Degrees Committee, Wayamba University of Sri Lanka, 2017)

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