无码少妇一区二区三区免费,妓院一钑片免看黄大片,国语自产视频在线,亚洲AV成人无码国产一区二区,激情久久综合精品久久人妻,日韩免费毛片,综合成人亚洲网友偷自拍,国内自拍视频在线观看,欧美熟妇性xxxx交潮喷,国产成人精品一区二免费网站

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
在线观看视频午夜国产| 欧美特级午夜一区二区三区| 精品日本乱一区二区三区| av亚洲av影院av天堂| 国产精品日韩中文字幕熟女| 动漫AV纯肉无码AV电影网| 亚洲乱色熟女一区二区三区丝袜| 精品国产你懂的在线观看| 亚洲最大日韩精品一区| 99久久久无码国产精品| 久久精品夜夜夜夜夜久久| 亚洲成年av天堂动漫网站| 久久精品国产亚洲一级二级| AV免费在线区| 精品国产高清一区二区三区| 乱人伦人妻中文字幕| 色综合手机在线| 成全视频观看免费观看| 无码一区二区三区av在线播放 | 在线日韩日本国产亚洲| 免费无码又爽又刺激高潮| 国产欧美另类久久久精品丝瓜| 2018国产大陆天天弄| 久久精品人妻无码一区二区三区| 99在线视频免费观看| 国产精品小蝌蚪福利| 亚洲影院丰满少妇中文字幕无码| 日本肉体裸交xxxxbbbb| 青青草原网站在线观看| 饥渴的熟妇张开腿呻吟视频| 久久这里只有精品66| 日本在线一级高清自拍| 欧美a√在线| 国产a在视频线精品视频下载| av中文字幕少妇人妻| 狠狠精品久久久无码中文字幕| 夜夜添无码一区二区三区| 亚洲欧美牲交| 成人性生交大片免费看r男欢女爱| 国产三级精品三级在线专1| 韩日美无码精品无码|