国产一级片一区二区三区Iav黄色免费看I久久久久国产成人免费精品免费I人成午夜视频I97福利在线I国产麻豆剧传媒免费观看I久久爱www.I一区二区三区视频在线I久久免费高清I麻豆国产精品永久免费视频I91尤物国产尤物福利在线播放

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: 欧美一区二区三区激情| 大肉大捧一进一出好爽视频| 少妇被躁爽到高潮| 人妻少妇伦在线无码| 18成禁人视频免费| 久久亚洲国产成人影院| 99无码| 波多野无码中文字幕av专区| 国产男女爽爽爽免费视频| 女人裸体做爰免费视频| 国产白嫩美女在线观看| 亚洲成a v人片在线观看| 少妇熟女久久综合网色欲| 久久人人97超碰caoporen| 免费无毒永久av网站| 久久这里只有精品18| 亚洲无av码一区二区三区| 亚州精品av久久久久久久影院| 狠狠做久久深爱婷婷| 国产午夜福利精品久久不卡| 国产成人一区二区三区在线| 丰满的少妇xxxxx青青青| 亚欧免费无码aⅴ在线观看| 精品国偷自产在线| 国产婷婷亚洲999精品小说| 亚洲国产精品色一区二区| 国产麻豆成人精品av| 菠萝菠萝蜜午夜视频在线播放观看| 麻豆一区二区三区蜜桃免费| 亚洲精品一区二区三区婷婷月| 东京热无码av一区二区| 一本一道人人妻人人妻αv| 无码国产玉足脚交极品网站| 亚洲精品无码久久久久久| 中文天堂在线www| 无码中文字幕日韩专区视频| 午夜精品久久久久成人| 日本大片在线看黄a∨免费| 日韩av无码一区二区三区无码 | 18禁勿入网站入口永久| 精品日产卡一卡二卡麻豆|