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.
The main contents of this program:
杨博回京，以徐阶为首，百官大宴接风，场面盛大。
Yishang was rushed to the hospital, and the policemen ran to the hospital in panic when they learned of it. Yu Ying, who heard the news of Yishang from Fu Ying, finally couldn't help running to find Yishang. Kezi, who has more and more doubts about Qinglan, told his health. Yu Ying hid the flight time from Fan Ren and left home for the airport early in the morning when the patrol called to see her. Xuancha and Yeon-hee came to the seaside to relax. In the distance, the small rate saw the intimacy of the two people.
The whole network of "Learning Power" has more than 180 first-class columns in 17 sections, including "Learning New Ideas", "Xi Jinping Wenhui", "Learning Culture", "Global Vision" and "Learning Massive Open Online Course". The content is extremely rich and a large number of free-to-read news, periodicals, ancient books, open classes, songs, operas, movies, books and other materials are gathered.
钟馗与孟婆守候的千年宿命之恋，原来两人前世还是凡人时，就曾有一段故事。孟婆的前世「小冰」因故与钟馗分离，两人转世成仙后，钟馗默默守护已经遗忘前世记忆的孟婆千年，一场地府爆炸意外，让两人有了再续前缘的可能。
一个为社交恐惧症困扰的年轻程序员只在黑客行为中结识他人，他被一个神秘的无政府主义者招募了。
浑浑噩噩过了两天，他渐渐回过味来，仿若这件事从极远处走来，越走越近，越来越清晰，甚而走到他面前，让他触摸到全部，禁不住就心慌起来。
一个两岁的孩子雷达在1998年的某一天走失，父亲雷泽宽（刘德华饰）从此开始了长达十四年的寻子之路，途中历尽艰辛，偶然遇到了四岁时被拐的修车小伙曾帅（井柏然饰），两人一同踏上寻亲之路，途中两人建立了父子般的情谊。
与深爱着的丈夫离婚，把不是他的儿子带走是林翘唯一解脱压力的办法。故事从离婚后展开，随着滕远峰对事件内在原因的探究，个中道理越来越明晰。现实与回忆交替，使剧中人和观众一起沉浸在情感的惊涛骇浪之中。最后，滕把第三者告上法庭。然而就在开庭的前夜，意想不到的事情发生了……
该剧故事发生的年代为明崇祯十七年、清顺元年(即公元1644年)，至南明永历十六年，清康熙元年(即公元1662年)。李自成进北京逼崇祯皇帝煤山自缢，吴三桂为报家伊引清兵入关，清军长驱直入，明王朝因此危亡。李自成称大顺皇帝，张献忠称大西帝,顺治在多尔衮孝庄进京后称帝,在这特殊时期里,谁主沉浮？剧情由此展开.
所以他不会轻易倒向任何一方，还会心存反感。
虽然隔着大江和折江两道天险，却并不代表自己是安全的。
这顺口溜把清南村有数的人家娃儿都数落了一遍，除了李家长房和赵家。
一家子老小见面自然高兴，却顾不上叙别情，立即说起真假玉米的事：大苞谷的伤已经无碍了，然一身疤痕是免不了了。
江湖争霸何时休，欲罢不能情更愁。 皇帝密诏遗落民间，诸王爷为得密诏，暗调各路武林高手进行争夺。一时间，江湖上刀光剑影，狼烟四起，奇门异派，高手云集，为平旧仇新怨，互相大打出手。猎户萧寒月为救意中人赵幽兰之父，初战逍遥宫，却陷地狱谷，才出乱石障，又落绝情谷，救援途中，步步惊险，关关煞人。孰料，赵幽兰被蛊毒门所惑，成了敌对萧寒月的武功超人——“毒女”。往日情侣，瞬间成仇，恩恩怨怨，难解难分。萧寒月幸得武林中人竞相争夺的“乾坤心经”，经高人协助，练得“乾坤神功”，复入怪石山，再回蓬莱洞。
不过应该是没有准备好，仓促之间出兵的，现在军队刚刚渡过瓯江。
3. Li Yifeng
