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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.本片故事取材于1984年加拿大家喻户晓的经典电影《La Guerre des Tuques（阻止战争的狗）》，本片在30年前上映时曾轰动一时，在全球超过125个国家上映，获得18种全球奖项。《冰雪大作战》还是首部引入中国的加拿大动画片，同时也是2015年加拿大本土制作的 电影票房冠军。在招降和谈的同时，尹旭和英布两位猛将已经做好准备，随时整装待发。全文字无广告嗯。汉王刘邦献身，脸色苍白，感觉有些疲惫，但仍旧可以自由行走，并且远远地挥手致意。Game Production: 4A Games幸与绫理是对新手姐妹，两人的互动在持续共同生活中逐渐减少了生疏感。