This paper summarizes three attack technologies against artificial intelligence systems-antagonistic input, data poisoning attack and model stealing technology. Specific examples and defense strategies are added to the discussion of each attack, aiming at providing an overview for all those who are interested in using artificial intelligence for anti-abuse defense.
「当人们扔掉的食物比吃掉的还多，我们正对地球进行无声的施暴。」——《浪费：全球粮食危机解密》，史都华(Tristram Stuart) 根据联合国粮食及农业组织统计，全球一年丢弃食物的总重量高达十三亿吨，佔粮食供应给消费者数量的三分之一，同时，却有3600万人死于飢饿，浪费掉的食物足足是飢饿人口所需粮食的四倍。肥美完熟的有机柠檬，却因为太大而被超市拒收，导致被抛弃的命运；田裡三分之ㄧ新鲜现採的香蕉，因为外表稍微黑斑，而被压碎堆肥。现代食物生产体系从产地开始，到储运、零售、餐厅等等环节，都不断在製造食物浪费。
老叟说着又远远瞅了一眼：应当是广东那边的货船，不是官家的。
杰克·莱诺、贝拉·希思科特、鲁伯特·弗兰德主演的CBS All Access剧集《奇异天使》宣布续订第2季。
回国后的傅子杰和童年时代青梅竹马的玩伴杜凯琪（郭雪芙 饰）重逢了。杜凯琪发现，只要自己一和傅子杰扯上点什么关系，就好像会发生倒霉的事情。杜凯琪一直仰慕着一位身份神秘的厨师路易斯，让她没有想到的是，浮现出来的种种线索都在告诉她，路易斯的真实身份就是傅子杰。
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.
18年前舞台上的一次失误彻底打碎了天才踢踏舞者渡真二郎的舞蹈梦，他从舞台上消失，梦碎的他日日与酒相伴，浑浑噩噩地生活着。但是某日他的旧相识剧场老板毛利找上门来，请他再次出山，为他即将倒闭的剧场演出最后一场踢踏舞秀。虽然旧日的噩梦仍然笼罩着真二郎，但受好友相托的他只能不情不愿地开始为这场表演选角，在这些来参加甄选的年轻舞者中，他被其中一个生活窘迫却始终不愿放弃舞蹈梦想的青年所吸引，他的舞姿点燃了真二郎心中曾经的梦……
Yu Ying's father grabbed tonic for his future son-in-law. Yu Ying could not bear to tell the fact of the breakup. Jin Patrol said that he would let the eldest son and his wife move back, the second son and his wife split up, and the second daughter-in-law, mother and child were secretly pleased after hearing this, but on the one hand, he was worried that his husband knew about his mother's arrival in Seoul and was uneasy. Koko came to find Health to tell his father about his decision, but he was surprised to know about the health divorce.
林盆（古巨基饰）自幼被一村妇所救，并与村妇之子林碟一起成长。二人个性各有不同，但感情深厚，情同亲兄弟。一次，林盆误打误撞救了三绝谷掌门君子剑夏侯谆，并因此被纳为三绝谷大弟子。林盆最初喜不自胜，但后来逐渐发觉夏侯谆原来金玉其外，败絮其中。反而，被千夫所指的烈火神枪慕容白，其行为正义凛然。
本剧讲述的是爱上了同一个男人的3个单身母亲所展开的悬疑故事，小池在片中饰演的是养育着12岁女儿的单身妈妈兼职业女性·森下晴美，她将和涼（46）饰演的养育着15岁儿子的禁欲系健身教练小椋加奈子以及#岡本玲#（27）饰演的养育着双胞胎的温柔保育士藤宫茜一起围绕着丈夫所留下来的3亿日元继承权展开争斗。 虽然是事实婚姻（未领结婚证但同居的生活），但和丈夫幸福生活的晴美在某天接到了警察打来的电话，说自己的丈夫被杀了。赶到了医院的她遇到了加奈子和茜，两人都说和自己的丈夫有着事实婚姻的关系。而根据丈夫的遗嘱，3人被引导合住在「单身母亲专用的合租房」。此外，丈夫还留下了“我将把3亿日元交给我所爱的「唯一的妻子」”这样的遗言。由此，3个女人围绕着作为最爱的妻子继承3亿日元的权利，展开了斗争……
解放前期的辽东某镇，粮行家的千金小姐山杏，爱上了长工丁大命，但由于身份地位的差距一直没能在一起。国民党守备团奉命在小镇驻守一个军事秘密，共产党领导的游击队奉命了解并破坏这个军事秘密。丁大命由于帮助了游击队员而加入革命队伍，并留守在关家暗中协助游击队完成任务。然而，丁大命在帮助游击队夺取盘尼西林和米粮这两个事件中先是英勇就义，而后却死而复生，这让一直蒙在鼓里的山杏察觉到他的身份，并跟随他加入革命队伍。虽然如此，两个有情人并没有选择在一起，而是为完成各自任务假意嫁娶他人，并共同揭开了守备团驻守的是一个日本遗留军库这个秘密，但为摧毁军库，丁大命在最后的战斗中英勇就义，众目睽睽之下，所有人都认为他不可能还活着之时，丁大命却拄着拐杖一瘸一拐地出现在阳光之下。
韩庆边走边偷偷地瞄小葱姑娘，不晓得自己刚才没有照着她的样儿选媳妇，会不会让她生气。
3, disinfect that dry pond first, To do a good job in preventing escape, it is more economical to use gauze with a plastic film on it and use a stapler to fix it. This is lower in cost and has the disadvantage that it is easy to break down. It is necessary to check it frequently. It is better to remove weeds on both sides of the net. Otherwise, the grass will grow vigorously in summer and crayfish will be easy to find when the weeds are removed. I just didn't get it ready. I didn't add any film in the first few days. I ran a lot and the surrounding fields were everywhere.
Storage XSS:
《星光都市》以城市生活为背景，以女一号安娜的视角，向大家展示一个真实的演艺圈现状，揭露演艺圈不为人知的秘密，讲述艺人成长的心路历程，故事跌宕起伏，挫折中流露出的坚韧，人性在逆境中所绽放的光辉，无情的剖析这个光怪陆离的圈子的冷漠与温暖，故事随是戏说，却也真实。 剧中，姜雨辰将演绎女主角安娜从以北漂女来到北京打拼、参加选秀比赛、被金牌经纪人慧眼识才，再到成名的全过程，是演艺圈内艺人生活的真实写照。整部剧中既有艺人之间的明争暗斗，也有娱乐圈内黑幕的真实上演，剧情步步紧逼，扣人心弦。 安雅饰演的穆榕是一个从海外留学归来，对时尚风向标把握非常准确，但才华也与脾气一样大的时尚业界领袖，她漂亮、狂傲，对自己极度自信，经常把“没有我出席的时尚活动，根本就称不上时尚”挂在嘴边。她对自己要求很高，无论何时都要以最潮、最时尚的样子出场，因此对周围人的要求也很高，常常指导别人的穿着，如果还得不到改善，就会摇头道：“时尚可以追逐，品味是天生的，你没救了”，可说是极度挑剔、气场强大的女魔头型人物。
南方某市法院开庭审理了一起毒杀案，被告人蒋漫枝（钟欣潼 饰）涉嫌用河豚毒素杀害其丈夫柳慕阳（张睿 饰）。辩护人栾珠（蒙亭宜 饰）坚称柳慕阳是自己误食了毒酸奶而非预谋杀害，此时另一条线索表明，八年前的一起强奸案，被害人就是如今的蒋漫枝，而强奸犯许一城竟然和被害者柳慕阳长得一模一样，千丝万缕的联系预示着这两起案件远没有那么简单。蒋漫枝为何会爱上曾性侵过自己的人，她又为何会再次痛下杀手？
In the summer of 2016, an organization called "Shadow Broker" began to disclose highly confidential information about cyber weapons from the National Security Agency (NSA), including those being actively developed. The National Security Agency still does not know whether the leak came from insiders or whether a foreign force infiltrated the Tailored? Access? Operations) (the department of the National Security Agency responsible for cyber war intelligence gathering).
Data Poisoning Attack: This involves inputting antagonistic training data into the classifier. The most common type of attack we observe is model skew. Attackers pollute training data in this way, making classifiers tilt to their preferences when classifying good data and bad data. The second attack we have observed in practice is feedback weaponization, which attempts to abuse the feedback mechanism to manipulate the system to misclassify good content as abuse (e.g. Competitor's content or part of retaliatory attacks).
