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.
Set on the cusp of the 19th century in Delhi before the British ruled in that region, the drama depicts the fortunes of the residents of Beecham House, an imposing mansion surrounded by acres of exotic woods and pristine lawns.Tom Bateman (Vanity Fair, Jekyll and Hyde) takes the role of enigmatic, soulful John Beecham, a handsome former soldier who has purchased the magnificent mansion, Beecham House, to begin a new life with his family.Wealthy and distinguished, John has witnessed profiteering and exploitation during his time with the controlling East India Company and has resolved to conduct his business as a trader in a more equitable manner. Determined to escape his previous life, John appears haunted by his past, but is inspired to become an honourable member of the region’s trading community.In spite of John’s good intentions his life is shrouded in mystery and when he arrives at the house with an ‘olive-skinned‘ child named August and two Indian nursemaids, Chanchal (Shriya Pilgaonkar) and Maya (Trupti Khamkar), it causes speculation and gossip amongst the servants that he may be the boy’s father. One of the Indian nursemaids, the beautiful Chanchal, is overly protective and particularly fond of the child. Could she be John’s lover and the mother of August?Lesley Nicol (Downton Abbey) is John’s robust, interfering mother Henrietta who has travelled from England to India to stay with her son. She is accompanied by a young family friend Violet, played by Bessie Carter (Les Miserables) who she is determined to help form a union with John.The pair are accompanied by an old friend of John’s, Samuel Parker, played by Marc Warren (Safe, Hustle) who has also left the East India Company and has returned to India for a fresh start. Samuel helps John to find his brother Daniel who he has not seen for 10 years. John convinces Daniel, Leo Suter, (Victoria) to leave the East India Company and join him at Beecham House.Gregory Fitoussi (Mr Selfridge, Spiral) plays General Castillon, a French mercenary working for the Emperor at a time when the French are challenging the East India Company for India. Castillon is suspicious of John and his motives and conspires to stop John being granted a trading licence.Adil Ray (Citizen Khan, Ackley Bridge) is John’s neighbour Murad Beg who dislikes General Castillon intensely and agrees to help John secure a trading licence. Murad’s daughter, Roshanara, (Kanika Kapur) has an English governess Margaret Osborne, played by Dakota Blue Richards (Endeavour) whose beauty and intelligence catches John’s attention. However, when beautiful Chandrika (Pallavi Sharda) arrives at Beecham House with her entourage she is shown to luxurious guest quarters and immediately insists on seeing August. What secrets does Chandrika bring with her to Beecham House?
The reporter stations of the New York Times in all parts of China (including Hong Kong) are under the control of the chief reporter of the Shanghai Branch in China, regardless of finance, personnel and reporting services. Aban has been the chief reporter in China for 12 years since 1929. The positions of editor-in-chief and publisher of the New York Times have been changed one after another, but his position is as stable as Mount Tai, because his business is exquisite and comprehensive, and it is difficult to replace him at will. In 1940, Aban finally left China, but instead of being transferred back by the headquarters, he was unable to hold back the Japanese's repeated attempts to physically destroy him, so that US Asian Fleet Commander Hart could not see him and forced him to avoid him.
这是一个关于青春、梦想、和帮派的故事。学校里一个女生要举办一场钢管舞会，希望通过舞会接触人们对钢管舞的偏见，但在这场舞会的背后却隐藏了许多不为人知的秘密，有激烈的帮派斗争，有复杂的爱情争斗。有人带着不可告人的秘密接近他，也有人带着单纯的喜欢守护她。在她举办舞会的同时她得到了不同方面的支持，但在这些支持力量的背后，却有着重重利益关系……. 这所有的一切究竟是利益的驱逐，还是每个人性格的扭曲，直到最后都带着扑朔迷离的色彩。
600年前，元明交替，西南边陲民族割据，风云激荡。元梁王巴扎瓦尔弥、水西部落首领霭翠（吕良伟饰）各自雄踞一方。彝族公主奢香（宁静饰）与年长自己二十多岁的霭翠定有婚约。迎亲途中遭遇梁王兵马伏击，有惊无险。婚礼如期举行，苦追霭翠多年的女土司那珠从此（王思懿饰）对奢香怀恨在心。
一九三O年（民国19年）五月九日，市南的一栋居民住宅发生重大火灾，起火原因不明，住宅全部被毁。一对青年夫妇顾湛秋、谢悦面目全非，陈尸废墟。经勘查，二人生前曾激烈互殴。其女顾惜侥幸被爷爷顾正明得救。顾正明告诉警方他在火起后到达火灾现场。警方根据顾正明的暗示，找到谢悦的旧情人方平卓，方平卓列出不在场证明。警方经过调查认为，火警虽有疑点，但缺少证据，只能作为夫妻冲突酿成灾难而结案。顾惜在顾正明的教导长大下，一直将方平卓认作仇人。当她从报纸上得知方平卓回国的消息，便开始她的复仇计划……
尹旭冷冷一笑，拨开宋义直指的食指，说道：先别忙着给别人扣帽子，不管你怎么说你对太子不敬是有目共睹的，这僭越之罪你是跑不掉的。
主人公是从千叶县转学到此的男高中生神月纪。一本正经地描绘了从他的眼睛里看到的群马独特的地方文化和疯狂热爱群马这片土地的原住民的种种行为。
你直接说我送死不好么？ show_style();。
为音乐梦想在城市打拼的李晓武在某天迎来了妹妹李晓雯的探望，与此同时，邂逅了欧吕妙以及任小飞。性格迥异，生活不同的四个年轻人经历了各自的感情冲突，对人生有了新的认识。
The level of pilots is different.
Skills of Answering Questions Related to Traffic Regulations
Sentinel clusters communicate with each other, Communicates the status of the redis node, Make corresponding judgment and process, The subjective offline state and the objective offline state here are more important states, They determine whether to fail over, You can subscribe to the specified channel information, When the server fails, notify the administrator that the client can regard Sentinel as a Redis server that only provides subscription function. You cannot use the PUBLISH command to send information to this server, but you can use the SUBSCRIBE command or the PSUBSCRIBE command to obtain corresponding event reminders by subscribing to a given channel. A channel can receive events with the same name as this channel. For example, a channel named + sdown can receive events that all instances enter the subjective offline (SDOWN) state.
Wuli Bridge
苞谷正跟小胖妞秦溪吃粥，听大家说狗，抬头对郑氏道：娘，祖宗给我狗儿。
中国历史上，大宋王朝开国皇帝与[唐宗]并称，史称[唐宗宋祖]。宋祖（赵匡胤）生于战乱的五代十国时期，为寻治国安邦的道路，四海寻游，交友投军，吃尽风霜甘苦。一盘棋输了华山，流传至今的[卖华山]典故由此而成。道长指点迷津并赠盘龙棍传授棍法。赵匡胤告别道长下山除土匪救京娘，留下传世佳话：[千里送京娘]。为嫁赵匡胤，京娘自杀。 赵匡胤率大兵北征契丹，在陈桥驿发动兵变，[黄袍加身]自立为帝，建立大宋王朝。宋祖开始南征北战，公元963年平定荆南和湖南、965年灭后蜀、971年灭南汉、975年灭南唐……俘虏南唐后主李煜，留下千绝句[问君能有几多愁，恰似一江春水向东流……]。后蜀主孟昶投降，其风流貌美的小妾押回京后，投入宋太祖怀抱，后又和可谓自古英雄美女天设定！为解除将领兵变隐患，鸿门设宴，演绎不流一滴血的[杯酒释兵权]事件
Developers use virtualenv to manage multiple development environments
亚父，强夺那些士兵定会闹出乱子，只能从长计议。
20岁青年对42岁女人的告白，让她无法理解，但又为什么会这样呢？为什么会心动？这真是条不该走的路，在感情和理性之间，42岁的女人将要面临一场战争。可面对20岁青年的告白她却会何去何从？她想知道那青年的告白是真心的，所以开始了无止境的考验。但不管是多么理智的中年人，也没办法按照理性来行事。最后，陷入爱情的女人是不是会做出傻瓜一样的举动？这就是爱情，吃过禁果身体和心灵都带着罪恶，痴情中带着纯洁。
