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With the significantly in-depth incorporation of the Internet and social existence, the Internet is certainly changing how people find out and function, but it also reveals us to more and more serious security risks. How to determine numerous network attacks, especially not really previously noticed attacks, is an important concern to become resolved urgently. Cyber security is usually an arranged of systems and procedures designed to safeguard systems and data from attacks and unauthorized gain access to, modification, or damage. Interpersonal networking is definitely a fairly new method to connect and discuss info. Cloud computing can help educational organizations to solve a quantity of their common difficulties, which includes price decrease, allowing quick and effective conversation, security and privacy and making sure versatility and convenience. This paper presents the support vector machine algorithm security evaluation for twitter dataset.

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