人人草人人-欧美一区二区三区精品-中文字幕91-日韩精品影视-黄色高清网站-国产这里只有精品-玖玖在线资源-bl无遮挡高h动漫-欧美一区2区-亚洲日本成人-杨幂一区二区国产精品-久久伊人婷婷-日本不卡一-日本成人a-一卡二卡在线视频

AI can easily break text CAPTCHA: new research

Source: Xinhua| 2018-12-24 09:51:08|Editor: mmm
Video PlayerClose

XI'AN, Dec. 24 (Xinhua) -- A new study suggested that text-based CAPTCHAs, one of the most widely used website security mechanisms, are no longer safe when facing smarter artificial intelligence.

Text-based CAPTCHA uses a jumble of distorted or blurred letters, characters and numbers to distinguish humans from computer programs, to block the latter from accessing polls and auctions disguised as a human user. This reverse Turing test builds on the belief that people are more adept at recognizing these symbols than machines.

But researchers from China's Northwest University, Peking University, and Lancaster University in Britain said they developed a new algorithm, based on machine learning, that can break most text-based CAPTCHAs within 0.05 seconds.

The research was published in a paper presented at the ACM Conference on Computer and Communications Security (CCS) 2018 in Toronto. It described the algorithm as "generic, low-effort yet effective" compared with previous attacks on CAPTCHAs that could be laborious and scheme-specific.

Fang Dingyi, co-author of the paper at Northwest University, said the program had been tested on CAPTCHA schemes used by 50 popular websites including those operated by Google, Wikipedia, Microsoft, Baidu, Alibaba, and Tencent.

Overall, the program had a success rate of over 50 percent of decoding CAPTCHAs on most websites within 0.05 seconds. Its success rate of decoding certain Google CAPTCHAs, considered to be the most difficult, stood at 3 percent.

"It is widely believed that a CAPTCHA scheme is ineffective if the decoding rate is above 1 percent," said Tang Zhanyong, co-author of the paper at Northwest University.

The AI tool draws on a technique known as the "generative adversarial network," or GAN. It teaches a CAPTCHA generator program to produce large numbers of training CAPTCHAs, which are then used to train a solver to break real CAPTCHAs.

"This research suggests one can easily launch an attack on a new CAPTCHA scheme using AI. It means that this first defense of many websites is no longer reliable," said Fang.

The researchers advised website owners to consider deploying alternative multiple-layer security mechanisms. Fang said his team is looking at ways to develop a more reliable CAPTCHA system.

"We want to offer an alternative to the current text-based CAPTCHA scheme. The alternative should improve its security without compromising the user experience," Fang said.

TOP STORIES
EDITOR’S CHOICE
MOST VIEWED
EXPLORE XINHUANET
010020070750000000000000011100001376950661
主站蜘蛛池模板: 国产精品成人一区二区三区 | 一级α片免费看刺激高潮视频 | 国产男男gay体育生白袜 | 正在播放老肥熟妇露脸 | 欧美性受xxxx黑人xyx | 久久久久久久久免费 | 性生交大片免费看女人按摩 | av在线成人| 人人夜| 久久久久人妻一区精品色欧美 | 香蕉大人久久国产成人av | 国产精品爽爽久久 | 日韩经典在线观看 | 一边摸一边做爽的视频17国产 | 青娱乐在线视频观看 | 日本免费爱爱视频 | 久久久久久影视 | 天堂视频一区二区 | 日韩三级在线免费观看 | 国产成人综合在线观看 | 欧美日韩在线免费 | 久久99精品久久久久久园产越南 | 国产精品自拍在线 | 日本美女性爱视频 | 91爱看 | 精品香蕉视频 | 在哪里可以看毛片 | 五月天婷婷激情网 | 精品久久成人 | 天天综合在线视频 | 在线aaa| 成人免费在线观看 | 夜夜嗨av一区二区三区 | 亚洲精品中文字幕在线 | 中国白嫩丰满人妻videos | 久久涩综合| 亚洲九九九 | 精品午夜一区二区三区 | 成年人视频免费看 | 一区二区伦理 | 草草影院最新地址 | 全部毛片永久免费看 | 深夜激情视频 | 日批视屏 | 久久av高潮av无码av喷吹 | 黄色毛毛片 | 中文字幕一区二区人妻在线不卡 | av一区二区三区四区 | 在线97视频| 国产男男网站 | 91国产丝袜播放在线 | 美女爱爱视频 | 一区不卡在线观看 | 中文字幕av亚洲精品一部二部 | 国产亚洲精品成人a | 日日夜夜av | 黄色免费网页 | 强迫凌虐淫辱の牝奴在线观看 | 久久艹久久 | www.啪啪.com| 免费看成人毛片 | 国产成人精品久久久 | 91久热| 噼里啪啦国语版在线观看 | 538国产精品一区二区免费视频 | xxx视频在线观看 | 一道本在线观看 | 国精产品乱码一区一区三区四区 | av手机观看 | 男人的天堂亚洲 | 亚洲精品图区 | www.在线观看av | 妖精视频在线观看免费 | 老牛影视av老牛影视av | 欧美大片高清 | 男女无遮挡做爰猛烈视频 | 亚洲а∨天堂久久精品2021 | 天天成人 | 99情趣网| 亚洲视频欧美视频 | 欧美高清视频一区二区 | 久久人人澡| 久久桃花网 | 午夜999| 免费成人在线观看动漫 | 一区二区三区偷拍 | 久久在线播放 | 91视频在线观看网站 | 黄频在线免费观看 | 欧美综合精品 | 免费男女乱淫真视频免费播放 | 一区欧美 | 精品人妻午夜一区二区三区四区 | 我们2018在线观看免费版高清 | 古代玷污糟蹋np高辣h文 | 免费三级网站 | 日韩精品无码一区二区三区久久久 | 我的丝袜美腿尤物麻麻 | 国产精品第一 |