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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.2. At this moment, you will see that there is an optional "Original Image" option at the bottom of the screen. Click and then transmit it to be a clear original image.令狐冲就跟着这个婆婆学习音乐。I hope you have adopted it and wish you a happy life ~ChannelId大予言 吉田栄作 松本伊代