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From the defender's point of view, this type of attack has proved (so far) to be very problematic, because we do not have effective methods to defend against this type of attack. Fundamentally speaking, we do not have an effective way for DNN to produce good output for all inputs. It is very difficult for them to do so, because DNN performs nonlinear/nonconvex optimization in a very large space, and we have not taught them to learn generalized high-level representations. You can read Ian and Nicolas's in-depth articles (http://www.cleverhans.io/security/privacy/ml/2017/02/15/why-attaching-machine-learning-is-easier-than-defending-it.html) to learn more about this.　　七年后，丹熙和河振在瑞士再次相遇，而此时的丹熙已经成为一名职业女子垒球手，而河振却还是一个地痞小混混。两人能冰释前嫌、重新相爱吗？他们的爱情道理能够顺利吗？金喜善回归荧屏之作是否能给观众不一样的感受，李东健能否突破以前的完美男人角色塑造全新社会底层人物能否成功？一切都在这部SBS最新力作《smile again》中解开谜底。居住于喷灰不止的火山 · 樱岛火山邻街上的知花（小芝风花饰），不论是在工作还是爱情上都过着不温不火的生活。有一天，知花所在的房屋中介公司来了一位正在寻找公寓的名叫幸次郎（吉冈秀隆饰）的男性。在实地看房时，因为幸次郎意想不到的一句话，故事的齿轮开始旋转。为了寻找属于每个人自己的“幸福的模样“——。该剧充分展现了鹿儿岛专属的绝美风景。在前一天，吕馨回自己的家了，并没有留下来一起过年，毕竟她有些脸皮薄。Successville is a surreal place with a high celebrity homicide count. DI Sleet enlists the help of a genuine celebrity sidekick to solve the latest high profile murder.“侠盗魔术师”猫头鹰、善使飞牌的魔术师麻雀、美貌性感而又身手敏捷的女飞贼贼鸥以及千术一绝的赌场高手乌鸦四人联盟，被生物科技大亨李泽成高薪雇佣，去夺回被竞争对手星河集团“盗窃”的“超水原液”（可将任何液体变成淡水的神奇液体），本以为可以物归原主，惩治偷盗者，却不料陷入了一场阴谋之中……夏正当真身怀义骨，即便饱受折磨，依然劝慰毛海峰，再给胡宗宪一些时间。