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The most famous defense against model theft attacks is PATE (https://arxiv.org/abs/1802.08908), a privacy framework developed by Ian Goodfellow et al. As shown in the above figure, the key idea behind PATE is to divide the data and train multiple combined models to make decisions. This decision was then masked by noise from other different privacy systems.This is the basis of the opening and closing principle, and the specific content: interface-oriented programming, relying on abstraction rather than concreteness. When a specific class is used when writing code, it does not interact with the specific class, but interacts with the upper interface of the specific class.? ? Submit it to the board of directors for examination and approval, and uniformly close the book, distribute itYou can use a simple factory plus reflection so that you don't have to add client code.异人族是继复仇者联盟和银河护卫队以及捍卫者联盟后，又一组被影视化的属于MCU（漫威电影宇宙）的超级英雄团队，由异人族黑蝠王（Black Blot）及其皇室之家领导。这群拥有超能力的外星人曾在漫威电影宇宙的剧集《神盾局特工》中被首次提及。异人族生活在月球阴暗面的一座城市Attilan。故事讲述一场军事政变威胁到了皇室之家，成员们被迫分批逃至地球；在逃到夏威夷后，他们必须设法重聚，并在家园被彻底摧毁之前，及时找到回家的方法。《黑色太阳》剧本改编于新堂冬树的同名小说，讲述从事“黑服”工作的立花被“风俗王”藤堂社长预见将成为人才，但在干部研修会上遇见了铁腕会长长濑，在此人的刺激下，立花受到了羞辱，但也被这个世界的魅力所吸引，从而上演了一场向风俗行业的黑暗挑战的惊险戏剧。