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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.可是这么的，也不好走啊。周刊《女性生活》的编辑风未香（芳根京子饰），在追逐娱乐八卦的“一折”班中表现失范，被调到挖掘生活信息等读者身边事的“二折”班。在那里遇到了有名的资深记者宝子（永作博美饰）。与追逐“事件”“独家新闻”的一折班相比，二折班乍一看就显得悠闲，其中宝子的采访方式更是与众不同。例如，在超市想买速食关东煮的主妇，被陌生的男性训斥说“关东煮要自己做”，在这个话题上，宝子没有加入性别论，而是不知为何开始做魔芋。一开始，风未香完全不知道这有什么意义，但渐渐发现了其与他人不同的角度，并将宝子视作自己的导师成长起来。最后，林聪终于忍不住了。作家海伦携男友恩尼斯至百老汇观赏好友梅德琳表演，未久德琳即与恩尼斯步入礼堂成婚，海伦遭此横刀夺爱之恨，七年后成臃肿不堪的胖妇人，又遇七年海伦为出新书[青春永驻]亮相，容貌身材大为改变，恩尼斯惊为天人！本片刻画女人为保青春永驻，彼此间的猜忌、虚荣心态。