Application of Computer Network Anomaly Recognition Based on Artificial Intelligence

Author(s):  
Hui Xie ◽  
Li Wei
Author(s):  
Qingjun Wang ◽  
Peng Lu

With the continuous expansion of the application scope of computer network technology, various malicious attacks that exist in the Internet range have caused serious harm to computer users and network resources. This paper attempts to apply artificial intelligence (AI) to computer network technology and research on the application of AI in computing network technology. Designing an intrusion detection model based on improved back propagation (BP) neural network. By studying the attack principle, analyzing the characteristics of the attack method, extracting feature data, establishing feature sets, and using the agent technology as the supporting technology, the simulation experiment is used to prove the improvement effect of the system in terms of false alarm rate, convergence speed, and false negative rate, the rate reached 86.7%. The results show that this fast algorithm reduces the training time of the network, reduces the network size, improves the classification performance, and improves the intrusion detection rate.


2021 ◽  
Vol 2 (1) ◽  
pp. 48-69
Author(s):  
André Lopes ◽  

What does it mean to be alive? At what point does artificial intelligence know enough to be alive? Does the Turing test even matter? If we want the best government policy possible, does it matter if it comes from a computer? In this work of philosophical short story fiction, Rain is hired to do cyber-security for Presidential candidate Mr. Booker. There is a cyber-attack into Booker’s computer network and Rain is called to answer for the breach. In the process of digging into the data, Rain finds out that Booker is an actor, what is known in society as a “ghost,” and that all of the policy and speeches he has been given are being written by a sophisticated artificial intelligence using polling and other data. He says, literally, the perfect things at the perfect times, to the perfect audience. While artificial people, like news reporters, bloggers, actors, and influencers, are slowly becoming standard in this near future story, the idea of a politician being nothing more but an actor serving as a vessel for AI is unprecedented. Before Rain can decide what to do with her newfound information she is framed and is forced to use all her computer skills just to keep herself out of jail.


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