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This article is the fourth and last in a series on how to use artificial intelligence to build a robust anti-abuse protection system. The first article explains why AI is the key to building a robust protection system, which is used to meet user expectations and increasing complex attacks. After introducing the natural process of building and starting an AI-based defense system, the second blog post covers the challenges related to training classifiers. The third article discusses the main difficulties in using classifiers to prevent attacks in production.吞并了徐海旧部，就此东海再无敌手。有阳光的地方就有黑暗，在这个世界上，恶永远存在，但如果每一场欺凌都能被及时发现、被制止，也许就不会有那么多长大后的悲剧。或许，我们不能阻断恶的出现，但我们可以尽力驱赶黑暗，终有一天，阳光会照进来。愿所有的青春，都能被温柔以待。Similar to the development of children from appearance and color to older children, they can be classified according to concepts. For example, if they know the concept of "food", no matter what kind of vegetables they look like, they should be classified into one category. The classification of biology has also developed in this way. The earliest method is to identify and distinguish species according to phenotypic characteristics, and to classify them step by step according to the degree of phenotypic similarity, so as to establish a classification system that is easy to retrieve. This is the principle of phenotypic classification. However, the problem of phenotypic classification is that it is difficult to reveal the essential laws of things. Many creatures with very different shapes may have kinship relationships. For example, the online sentence "When I knew sunflowers belonged to Compositae, I collapsed" is what it means.讲述了岳子缘作为女镖师临危受命走了趟人身镖，接义母的命令帮助义母女儿白银若嫁进杨府，却意外与白银若的未婚夫杨潇结识，结果行差踏错的四人陷入了一段有误会的爱情江湖故事，最终杨潇、子缘结合一派江湖义气人士携手调查他们父母当年被害真凶、恢复归越商路，缔造了一段极具 色彩的甜蜜传奇的成长故事。虽说有些匆忙，但尹旭一刻也不愿意多等，玉娘自然很是乐意。