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张大勇（陶大宇 饰）与干探李忠义（梁荣忠 饰）侦察一件件扑簌迷离的案件，很多案件都是案中案，谜团一个接一个，但他们还是能用自己的聪明才智揭露案情的真相，力求把犯罪分子绳之于法。他们的感情线也是同样曲折迂回：与沙展勇本是青梅竹马情侣的女友容金枝（苏玉华 饰），贪图富贵， 离开了勇却又与忠义有过一段情。记者高婕（郭可盈 饰）在与阿勇共同查案的过程中擦出了爱的火花，但由于婕本身就有男友，两人的关系进退两难……父亲弗雷德和母亲德洛丽丝是怪物猎人，家庭闹剧自然异常可怕。而双胞胎阿薇和杰夫也隐藏着他们自己的奇怪秘密。…,拿着承影剑，绿萝的心情很是复杂，正在她呆呆出神的时候，有人来报，越王驾到。走村窜乡的何班主表演的精彩皮影戏吸引了山圪崂村的寡妇婵儿，而美貌的婵儿也令何班主心动。何的前妻因无法忍受其经常在外演戏不归家，把儿子屎蛋子留下后离开了。何一心希望屎蛋子能继承自己的事业，但屎蛋子始终对皮影戏没有兴趣，而男孩子八抬却处处跟着他。十年动乱时，皮影戏停演了，何成了“牛鬼蛇神”，婵儿也不得已另嫁他人。改革开放后，何又重新演起了皮影戏，屎蛋子却在镇上放起了外国电影，失望的何终将自己的艺术传给了八抬。何去看望婵儿，将她送给自己的烟荷包做成了一个皮影人，将对婵娟儿的美好回忆留在了心爱的艺术里。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.