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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.经过一番艰难的爬山之后，总算是听到了阵阵水声，一条更大的河流在山崖下流过水往低处走，只要沿着河流而行，自然能够到达山外。看着水面不停晃动的两张不成型面孔，林聪忽然醒悟过来，有些想笑：自己眼下可是男人装扮，这样忸怩成个什么样子？想毕。葫芦笑而不答。我用怕紫月剑的新书能压住《白发》的人气？至于我的新书，我可以这样说，如果《白发》的精彩程度是5，那么我下一本书的精彩程度将是20。3. We can also manually specify the starting position of the node, which does not mean that we have to start from the actual node.最终传首领莫应夫，允其继许朝光之位可继续统领此地，只要不再与徽王府作对就好了，至于投降一事，想跟着徽王府的就上船，不想上船的徽王府也不强求。