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如何让AI优雅地长大?

摘要: AI与隐私注定对立。

wenshuaiguanjingtai

彩票平台zaidaliude《santi》yuzhouzhong,youzheyigemingwei“zhizi”dechaojiai,tanenggoujiangerweidezhizitongguodianlushikegaizaochengjisuanjihouzhuanhuidaogaowei,congershixianduidiqiuzhishi、tongxundequanmianjiankong,cishidiqiuchurenleisiweiwaiwurenheyinsikeyan,diqiuyejinrulejichukexuetingzhidebainianheianshidai,zheidagaijiushiaiqinfanyinsihoudezhongjikongjuba!

xianshishijiemeiyounenggouquanmianjianshirenleidezhizi,renleizaiaimianqianhaiyouyixiaokuaiyinsiziliudi,danbeiaibuhuodeyidingdianyinsizuyirangputongrenwuchudunxing。kaneijimeilongdaxuelatanya sweeneyjiaoshouzai《jiandanderenkoutongjiwangwangnengshibiechurendedutexing》baogaozhongtidao,zaijiyumeiguoxuanjurengonggongzhucexinxidejichushang,aijinxujiyuyoubian、xingbiejiuyoukenengrang87%demeiguorengerenshenfenwanquanbaolu。

aiyuyinsizhudingduili。

AI与隐私为什么对立?

guowangjingyangaosucaipiaopingtai,renleifazhandelishijiushiyibubaohuyinsidedalianshi。

彩票平台zaidaogenghuozhongdeyuanshishidai,renleiyimeiyoujianya、ermeiyoulizhua,weiliehuoqushiwuyuzutuandiyumengshouqinxirangrenleizuchengyigeyouyigexiaotuanti,shengcunzhanshengleyinsi;gongyeshidai,gongyegemingdailaiquanxindeshengchanguanxi,chengshiyugongchangrangrenmenfengonghezuogengjiamiqie,fazhannianyaleyinsi;xinxishidai,hulianwangyuairangwanwuhulianhutong,duigenggaocengcifazhandezhuiqiuzaiyicizhanshengleyinsi。

《rengongzhineng: yizhongxiandaidefangfa》yishurenwei,aidanshengdemuderangjisuanjizheitaijiqinenggouxiangrenyiyangsikao,congerrangrenmenshenghuogongzuogengjiandan。

彩票平台1955nian,newell(niueer)yuhoulaidenuobeierjiangdezhusimonzaij. c. shawdexiezhuxiakaifale“luojililunjia(logic theorist)”。zheigechengxunenggouzhengming《shuxueyuanli》zhongqian52gedinglizhongde38ge,qizhongmouxiezhengmingbiyuanzhugengjiaxinyinghejingqiao。erniueershejidezheigeyuanshiaiyongdaole243263 bitshuju,xiangdangyu12wanduogehanzi,duiyubangeshijiqianderenmenlaishuozheijiushihailiangdeshuju。

1950nian,tulingtichulezhumingdetulingceshi: ruguoyitaijiqinenggouyurenleizhankaiduihua(tongguodianchuanshebei)erbunengbeibianbiechuqijiqishenfen,neimechengzheitaijiqijuyouzhineng。qianmiantidaoniueerkaifade“luojililunjia”zheigesuanbushangzhinengdejiandanchengxujiuxuyao243263 bitshuju,ermianmianqiangqiangsuandeshangfuhetulingceshideshenlan(xiangqiai),jiuchixialeyibaiduonianlailijieyouxiuqishoudeduijuliangbaiduowanjushuju,keyishuoshujujiushiaichengzhangfayusuobixudedanbaizhi。

彩票平台yase·kelakezai《2001taikongmanyou》dexiaoshuozhong,dadanshexiangleyigechaoyuerenleideai“haer9000”,nenggoubangzhuyuhangyuanjiashifeichuanqiezuihouhaijuexinglezicaipiaopingtaiyishi,zheihuoxujiushirenleiduiaidezuizhongshexiang。suiranmuqianaihaiweidadao“haer9000”deshuiping,danshiyeyijingdadaotouqisuohaohechubudeyijialuanzhendibu,liruaizuohua、jinritoutiaoqianrenqianmiandexinxituijianjizhideng,danqiantishidemoqingrenleidexihao。

彩票平台aimoqingrenleixihaozheijiushejidaoleyinsishuju,congaijinbujiaoduyuyinsixieludequshilaikan,aidejinbuxianranshijianlizaiyinsishujuzhishangde。zai20shiji60niandai,zaiaiqibujieduanchugeguoqingbaojigouduijiguan、junduidengtesequntidejiankongwai,jihumeiyouchuxianguoyinsixielushijian;danlaidao21shiji,yinsixielubiandepingminhua,anquangongsirisk based securitygongbudeshujuxianshi,2019nianshangbannianfashengshujuxielushijian3800yuqi,xiangbiquniantongqizengjia54%,aifadachengduyuyinsishujuchengzhengxiangguan。

AI、隐私为什么一个都不能少?

chengranaiyuyinsitianranduili,danxianshigaosucaipiaopingtaiaiyuyinsiqueyigedoubunengshao。

彩票平台3yuechu,hanguorengangguowanchunjie,suiranyishangbanfugongdanjieridefenweihaiweixiaosan,jihuijuhuizaihanguorenderichengshanganpaidemanmande,kexintiandihuizheicijihuiranghanguodeyiqingjizhuanzhixia,quezhenhuanzhecongputongminzhongdaojiguanzhengyao、junduimeirichengbaishuzengjia,hanguoyedekaishizijizaoxinguanyiqingjianceshijile。zheilijiubudebushuohanguodexiaolvle,conglixiangdaoyanfachenggongqianhoujinhuafei3tianshijian,zheibeihouchulexiangzhongguoqujingwai,haiyouaideduijianceshijidebiduifenxi,aiketishengshengchanli。

彩票平台aishishengchanlitishengdezhutuiqidehua,neimetahaishirenleinenglifanweikuodadetuohuangzhe。meicishengchanlidetisheng,renleidenenglifanweiyesuizhidedaotisheng,nonggengwenmingzhiqianrenleidenenglifanweijinxianyuxiaoshantoudeweiliebusha,gongyegemingdedaolairangrenleinenggoushangtianxiahai,erxinxishidaizejiangrenleidenengliyouyicidairudaobukenengdejingjie。

彩票平台dianying《fengniaojihua》zhong,niujiaosuodetiancaicaopanshouvincentweiletupo17haomiaodechuanbojixian,ciqugongzuoyuyikaojiasheyitiaowanquanzhixiandeguanglandapozheiyijixian,danzuizhonghaishitingliuzai20haomiao,xijuxingdeyimushivincentdelaobantongguochengxusuanfajiangshijiantishengzhile10haomiao,wanchenglebukeneng,huoxuvincentchuyuhoucaihuizhidaodabaitadezheizhongjishujiaoaiba!

彩票平台ainengtishengshengchanli,nengchuangzaobukeneng,eryinsini?yinsibingbunengtuidongrenleishehuifazhanjinbu,dantaqueshishizaizaideyingxiangzheshehuiyumeigegeti。

彩票平台1944nian,yiweideguogaojijiandiejideguozuozhanbulianfaliangfengdianbao,neirongdoushi“jialai”,yushifanfaxisidedierzhanchangdeyikaipi。jideguozuigaozuozhanbufasongqingbaodeshilishishangzhumingdeshuangzhongjiandiehuan·puyueer·jiaxiya,jiushikaozhemankoupaohuochenazhe28fengongzideshenqinanren。

qishihuanshixianzaojiuzhidaomengjunjingongdeshinuomandi,dancishideguobaixiangyicheng,huanguoduanxuanzebazheigemimiliuzaixinlibingpingjiedeguoduizijidexinrenjiangjingongdidianshuochengjialai,renleilishishangzuicankudezhanzhengdeyitiqianjieshu。

yinsidakeguanhurenleimingyunzouxiang,xiaozeyingxianggerenshenghuozhiliang。2017nian3yue,beijingdemalindeyinxingkatishibeihuazoule40087yuan,yuanyinshijiedao“xiaohongshukefu”(zhapiantuanhuo)dianhuaanqizhidaoyibuyibuzouxiangduifangzhanghufukuan。

彩票平台lanjingtmtbaodaodeneirongxianshi,yumalinjuyouxiangsibeipianjinglidehaiyou50yuwei,tamendoushiyinweijiedaole“xiaohongshukefu”dedianhua,bingqienenggouzhunquedeshuochugouwudexiangguanxinxizheicaipianguolezheixienvshi。zhapiantuanhuonenggouzhunquedeshuochuqigouwuxinxi,xianranshitamendeyinsibeiyisibuguadexielule。

AI的下一站为什么是数据脱敏?

彩票平台shengcunyufazhanshilishiyonghengdezhuti,aizuoweixianjinshengchanlidedaibiaoshilishidedashisuoqu,dangranyinsizaishengchanligengjiafadadexianzaiyexiandegengjiazhongyao,ruherangainenggoubukaoshunxiyinsi,youyadezhangdazheicaishiwentideguanjian。

erzheiwentideguanjianjiushizaiyushujushang,shujubujinshiaideliangshi,yeshiyinsidezaiti。yaoxiangrangainenggouchidaozugouduodeshuju,youderangzheixieshujubuzuyixieluguanjiandeyinsixinxi,shujutuominjiushizheimeyigezhezhongfangan。shujutuomin,gumingsiyijiushibayuanshishujutongguozaichulishouduantichu、tihuanhuorangminganxinxishizhen,tongshibaoliushujukeyongxingdeguocheng,muqianshujutuominkedazhifenweijingtaishujutuominyudongtaishujutuominliangzhong,yigeguanjin,yigejiguanjinyouguanchu。

jingtaishujutuominshizhianzhaotuominguizeyicixingwanchengdapiliangshujudebianxingzhuanhuanchuli,yibanyongyukaifa、ceshihuozhewaifahuanjingshishiyong。tongsudelaijiang,jiushimouzhongaichanpinhaichuyuneibukaifayuceshihuanjingshi,xuyaozhenshideshujuduiqijinxingchushidexunlian,erjingtaituominjiushizaiaihuoqushujuderukoujiayigeguolvwang,bashujuzhongguanyuxingming、dianhua、youxiangdengminganxinxizhijiechoulihuomohuhua。

jingtaituomin

dongtaituominzeshitongguoleisiwangluodailidezhongjianjianjishu,anzhaotuominguizeduiyuwaibushenqingfangwendeshujujinxingjishichulibingfanhuituominhoujieguo,yibanyongyuyijingshangshideaihuoshujuchaxuncaipiaopingtaizhong。zheijiuhaobifangchanzhongjie,zufangdexuyaochaxunfangwuxinxi,fangchanzhongjiesuiranyoufangdonglaobandexingming、dianhuadengminganxinxi,dantafanhuijizufangzheshizhihuitigongfangzidequweixinxiyujiagexinxideng,zidongqudiaofangdonglaobandeminganxinxi,dongtaituominyeshizheiyang。

dongtaituomin

zaijingtaituominyudongtaituomindejichushang,rujinshujutuominjishuyiyanshenchuledifferential privacy(chafenyinsi)、federatedlearning(lianbangxuexi)liangzhongzhuliudeyinsifangan。

chafenyinsifashiyingyongzuiweiguangfandeshujutuominfangan,qiyuanlishijiangduozujuyouxiangtongshuxingdeshujujihedabaoqutedingdeyuedingzhi,congerrangsuoyoushujudatongxiaoyicongerjianxiaominganshuxieludefengxian。jiashelikuideshichangbumenmeigeyuedouhuiyongyigebiaogetongjibumenmeigerendegongzifafangjine,chulezhibiaoren,bierenwufachakanzheigebiaoge,zhinengtongguoyigechaxunhanshuszhidaozheigebiaodezonge,mougeyuelikuidiaoqulexingzheng,neimebierenjiukeyitongguoshanggeyuebiaogea,hezheigeyuebiaogeb,laituicechulikuidegongzi,zhixuyongs(a)jianqus(b)。erchafenyinsijiushiyaorangliangzubiaogekanshangquchabuduo,zheiyangyilainiaijiuzhinengtuicechunidemohuhuaxiang,erbikaileminganxinxidebaolu。

fenchafa

lianbangxuexifazeshijinxienianlaixinxingshujutuominfangan,qiyuanlishiliyongfenbushidebianyuanshebei,ruyonghudeshouji、diannaodesuanlibendijisuanchanshengyigeshujumoxing,zaijiangzheigeshujumoxingfenfazhizhongyangdecaipiaopingtaiqiyongyuaixunlian,minganshujuzishizhizhongjunweijinruzhongxincaipiaopingtaiqi。zheijiuhaobikaimanghe,bianyuanshebeijiushiwaimiandehezi,yonghudehexinyinsijiushilimiandewanou,erzhongxincaipiaopingtaiqideaijiushini,zhiyaonibuzaidianlidangchangchaikaiheziyongyuanbuzhidaolimianjutishishenmewanou,zhizhidaoshishenmeleixinghuozhemougeipdewanou,zheijiushilianbangxuexifadezuoyong。

数据来源:彩票平台_彩票平台排行-【首充包赔】

xianzai,xianggoogle、facebookdengzaiaikaifazhongzoudaoqianliedejutoumen,yeyizaipubianzaiaiyanjiuzhongcaiyongshujutuominjishule。zaijingliguoyonghushujuxieluhou,facebookduiyonghuyinsidebaohugewaikanzhong,2019nianfacebookqixiashenduxuexikuangjiapytorchjiuyuopenminedxuanbukaifayigelianhepingtaidejihua,jiasuchafenyinsiyulianbangxuexifaduiyinsibaohudejishuyanjiu,muqianzaizaigithub(aisuanfashequ)yijingyongyou5.2kgestar。xianran,baohuyinsideshujutuominchengweileaifazhandexiayizhan。

数据来源:彩票平台_彩票平台排行-【首充包赔】

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