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Big data analysis and distributed deep learning for next-generation intrusion detection system optimization. (arXiv:2209.13961v1 [cs.CR])
cs.LG updates on arXiv.org arxiv.org
With the growing use of information technology in all life domains, hacking
has become more negatively effective than ever before. Also with developing
technologies, attacks numbers are growing exponentially every few months and
become more sophisticated so that traditional IDS becomes inefficient detecting
them. This paper proposes a solution to detect not only new threats with higher
detection rate and lower false positive than already used IDS, but also it
could detect collective and contextual security attacks. We achieve those …
analysis arxiv big big data big data analysis data data analysis deep learning detection distributed optimization