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"We witnessed with our own eyes that these devices were destroyed one by one in front of the attack. The lesson learned is very simple: we can really ease the DDoS crisis only if attacks are curbed before they actually reach these devices. Security devices also have vulnerabilities, as many as the servers we want to protect," Sockrider explained. In order to achieve a better defense effect, we must rely on the support of upstream network operators or hosted security service providers, whose assistance can block attacks from the network system.忽然他目无表情道：皇上斥责我狂妄，说我配不上玄武将军。Sorry to force a wave of chicken soup. Originally, I planned to write a machine learning series last year, but after writing three articles for work and physical reasons, there was no more. In the first half of this year, I was tired to death after doing a big project. In the second half of this year, I just took a breath of relief, so the follow-up that I owed before will definitely continue to be even more. In order not to let everyone worship blindly, I decided to write a series of in-depth study, one article per week, which will end in about three months. Teach Xiaobai how to get started. And finished! All! No! Fei! ! It is not simply to write demo and tuning parameters that are available on the Internet. Reject demo, start with me! If you don't understand, please leave a message under my article. I will try my best to reply when I see it. This series will mainly adopt the in-depth learning framework of PaddlaPaddle, and will compare the advantages and disadvantages of Keras, TensorFlow and MXNET (because I have only used these four frameworks, there are too many people writing TensorFlow, and I am using PaddlePaddle well at present, so I decided to start with this). All codes will be put on github (link: https://github.com/huxiaoman7/PaddlePaddle_code). Welcome to mention issue and star. At present, only the first article () has been written, and there will be more in-depth explanation and code later. At present, I have made a simple outline. If you are interested in the direction, you can leave me a message, and I will refer to the addition ~The reporter went deep into India for half a month to investigate and produce in-depth manuscripts. He described and analyzed the competition situation in India's mobile phone market in many details. The manuscripts were in-depth and good-looking.武林波涛汹涌，夏侯武和封于修迎来对决的终极时刻……(three) voluntary dissolution or termination according to law;