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The successful detection of this major case is also a consolation to the 23 crew members.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.Share: Atlas Bar荒漠中的麻子面馆，风情万种的老板娘（闫妮 饰）向波斯商人订购了一把左轮手枪，后者还展示了大炮的威力。炮声引来了巡逻队，老板娘跟情人李四（小沈阳 饰）将枪藏匿后，插科打诨，好饭招待，这才稳住了精明的队长（赵本山 饰）。队长的得力助手张三（孙红雷 饰）知悉老板娘与李四的暧昧关系，但未说破。原来，他跟老板（倪大红 饰）之间还有勾当。店员六暗恋店员七，二人被老板克扣工钱，同命相连，六曾试图向老板讨薪，惨遭痛骂。老板怀疑老板娘偷人，并对她动用死刑。密室中，张三告知老板真相，老板听后，怒不可遏，前去痛扁二人，被老板娘用手枪喝退。事后，老板与张三密谋买凶杀人，由此引发一场令人啼笑皆非的血案……外星机器入侵地球，掠夺地球自然资源，无情的屠杀居民，人类数量急剧减少，在一个偏远的乡村，饥饿的人们已经变得和外星机器一样危险，一个19岁的女孩莎拉·康诺利，绝望的与一群试图摧毁她父母农场的土匪对抗……