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Update to v7.1. 0e_release;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.这次故事的舞台发生在海关入境处。作为入境处总入境助理的方浚杰（郭晋安 饰）一直以来都安于现状，因为曾经和上司麦启铭（姜大伟 饰）发生过冲突，对升值也不再抱有希望。和在深圳相识的内地女子张思敏（姚嘉妮 饰）结婚，终于等来了申请成功，本以为就此可以一家团聚的浚杰，却因为大嫂对妻子的排挤，矛盾颇多。为家务事烦恼的浚杰接到了更大噩耗是，妻子居然多年前曾在香港犯案，这让正义感颇强的浚杰无法接受。在妻子离开的过程中，浚杰的同期好友叶安琪（蒙嘉慧 饰）对他照顾有加，在这当中，浚杰同安琪的感情在滋长。而后，浚杰又认识了港口管制组入境主任欧顺风（邓健泓 饰），从误会到冰释前嫌，二人迅速结为好友。而浚杰也也迎来了其事业的转机……我是他爸，我问你是谁？看到陈启走出来，陈文羽指向陈启，然后对着门口的少女说道。刘井儿分派好人护卫他们，自己飞身上马。Markmark Markmark