ÈÈÆÀÎÄÕÂ
20263¾Åµã°ëÂÛ̳×îж¯Ì¬ÆÊÎö£ºÇ徲ʵ²ÙÈ«¹¥ÂÔÓëÉî¶ÈÆÊÎö
20263¾Åµã°ëÂÛ̳×îж¯Ì¬ÆÊÎö£ºÇ徲ʵ²ÙÈ«¹¥ÂÔÓëÉî¶ÈÆÊÎö
ÔÚÊý×ÖÇå¾²ÓëÇ°ÑØÊÖÒÕ̽ÌÖµÄÁìÓòÀ£¬£¬£¬¡°20263¾Åµã°ëÂÛ̳¡±Ê¼ÖÕÊÇÒ»¸öÉÁׯ×ÅÆæÒì¹âÏߵĵÆËþ¡£¡£Õâ¸öÓÉ×ÊÉîÇå¾²Ñо¿Ô±¡¢ÊÖÒÕ¼«¿ÍÓëÐÐÒµÊÓ²ìÕßÅäºÏÐÞ½¨µÄÉçÇø£¬£¬£¬£¬ÒÔÆäÉî¶È¡¢Ç°Õ°ÐÔºÍʵ²ÙÐÔÖø³Æ¡£¡£½üÆÚ£¬£¬£¬£¬ÂÛÌ³Î§ÈÆÒ»ÏµÁÐÐÂÐËÍþвÏòÁ¿¡¢·ÀÓù·¶Ê½×ª±ä¼°½¹µãÇå¾²ÊÖÒÕ£¬£¬£¬£¬Õö¿ªÁËÐÂÒ»ÂÖ÷缯¶ø¸ßÖÊÁ¿µÄÌÖÂÛ¡£¡£±¾ÎĽ«ÉîÈëÆÊÎöÕâЩ×îж¯Ì¬£¬£¬£¬£¬²¢ÎªÄúÊáÀí³öÒ»·Ý´ÓÀíÂÛµ½Êµ¼ùµÄÇ徲ʵ²ÙÈ«¹¥ÂÔ¡£¡£
¶¯Ì¬¾Û½¹£º´Ó¡°½çÏß·ÀÓù¡±µ½¡°ÁãÐÅÈÎÄÚÉúÇå¾²¡±µÄʵ¼ùÉ
ÂÛ̳½üÆÚ×î½¹µãµÄÒéÌ⣬£¬£¬£¬Äª¹ýÓÚ¶Ô¡°ÁãÐÅÈΡ±Ä£×ÓµÄÌÖÂÛÒÑ´Ó¿´·¨ÆÕ¼°½×¶Î£¬£¬£¬£¬ÖÜÈ«½øÈë¡°ÂäµØÊµ²ÙÓëÄÚÉúÈںϡ±µÄÉîË®Çø¡£¡£ÒÑÍù£¬£¬£¬£¬Ðí¶àÌÖÂÛÍ£ÁôÔÚ¡°ÓÀ²»ÐÅÈΣ¬£¬£¬£¬Ò»Á¬ÑéÖ¤¡±µÄÔÔò²ãÃæ£¬£¬£¬£¬¶øÏÖÔÚµÄÌû×Ó¸ü¶àµØÊÇÔÚ·ÖÏíÏêϸ³¡¾°Ïµļܹ¹Í´¿àµãÓë½â¾ö¼Æ»®¡£¡£
һλIDΪ¡°ÉÚ±ø¡±µÄ×ÊÉî¼Ü¹¹Ê¦·ÖÏíÁËËûËùÔÚ½ðÈڿƼ¼¹«Ë¾ÊµÑéÁãÐÅÈεġ°Èý²½×ß¡±ÊµÕ½ÂÄÀú¡£¡£µÚÒ»²½²¢·ÇÖ±½ÓÒýÈëÐÂÊÖÒÕ£¬£¬£¬£¬¶øÊǾÙÐг¹µ×µÄ¡°×ʲúÓëÉí·ÝÇåµã¡±¡£¡£ËûÃÇ¿ª·¢ÁËÇáÁ¿¼¶¾ç±¾£¬£¬£¬£¬×Ô¶¯·¢Ã÷²¢·ÖÀàËùÓлá¼û½¹µãÊý¾ÝµÄʵÌ壨°üÀ¨ÈË¡¢×°±¸¡¢Ó¦ÓóÌÐò¡¢Ð§ÀÍÕË»§£©£¬£¬£¬£¬»æÖƳöÒ»ÕŶ¯Ì¬µÄ¹ØÏµÍØÆËͼ¡£¡£ÕâÒ»²½¿´ËÆ»ù´¡£¡£¬£¬£¬£¬È´½â¾öÁË¡°²»ÖªµÀ±£»£»¤Ë¡±µÄ»ù´¡ÎÊÌâ¡£¡£µÚ¶þ²½£¬£¬£¬£¬ÔÚÒªº¦ÓªÒµÈë¿Ú°²ÅÅ»ùÓÚÐÐΪµÄ¶¯Ì¬ÈÏÖ¤Íø¹Ø£¬£¬£¬£¬²»µ«ÑéÖ¤Éí·Ý£¬£¬£¬£¬¸üÆÀ¹À»á¼ûÉÏÏÂÎÄ£¨×°±¸×´Ì¬¡¢µØÀíλÖá¢Ê±¼ä¡¢ÇëÇóƵÂÊ£©¡£¡£ËûÌØÊâÖ¸³ö£¬£¬£¬£¬Õ½ÂÔÒýÇæµÄ¹æÔòÉèÖÃÐèÒª¡°»Ò¶ÈÐû²¼¡±£¬£¬£¬£¬×èÖ¹¹ýÓÚÑÏ¿áµÄ¹æÔòÎóÉËÕý³£ÓªÒµ£¬£¬£¬£¬Òý·¢ÄÚ²¿µÖ´¥¡£¡£µÚÈý²½£¬£¬£¬£¬Ò²ÊÇÏÖÔÚÕýÔÚ¹¥¼áµÄ£¬£¬£¬£¬Êǽ«ÁãÐÅÈÎÔÔò¡°ÄÚÉú¡±µ½Î¢Ð§Àͼܹ¹µÄÿһ´ÎЧÀͼäŲÓÃÖУ¬£¬£¬£¬Ê¹ÓÃЧÀÍÍø¸ñ£¨Service Mesh£©ÊÖÒÕʵÏÖϸÁ£¶ÈµÄ¡¢»ùÓÚÉí·ÝµÄЧÀͼäÈÏÖ¤ÓëÊÚȨ£¬£¬£¬£¬ÕæÕýʵÏÖÇå¾²Óë»ù´¡ÉèÊ©µÄÈںϡ£¡£
ÕⳡÌÖÂÛÒý·¢ÁËÉϰÙÌõ¸úÌû£¬£¬£¬£¬¸÷ÈËÆÕ±é¹²Ê¶ÊÇ£ºÁãÐÅÈεÄÀֳɣ¬£¬£¬£¬30%¿¿ÊÖÒÕ£¬£¬£¬£¬70%¿¿Á÷³ÌÓë×éÖ¯ÎÄ»¯µÄÀå¸ï¡£¡£ÂÛ̳ÖгÁµí³öµÄ¡¶ÁãÐÅÈÎÂ䵨³£¼ûÊ®´óÏÝÚå¡·Îĵµ£¬£¬£¬£¬ÒѳÉΪÐí¶à´ÓÒµÕß°¸Í·±Ø±¸µÄ²Î¿¼×ÊÁÏ¡£¡£
Éî¶ÈÍþвÆÊÎö£º¹©Ó¦Á´¹¥»÷µÄ¡°Í¶¶¾¡±ÒÕÊõÓë·ÀÓù
ÁíÒ»¸öÈȶÈìÉýµÄ°å¿éÊǶԸ߼¶Ò»Á¬ÐÔÍþв£¨APT£©£¬£¬£¬£¬ÌØÊâÊÇÈí¼þ¹©Ó¦Á´¹¥»÷µÄÉî¶ÈÆÊÎö¡£¡£½üÆÚһϵÁÐÕë¶Ô¿ªÔ´Èí¼þ¿ÍÕ»ºÍÊ¢ÐÐÒÀÀµ°üµÄ¡°Í¶¶¾¡±ÊÂÎñ£¬£¬£¬£¬ÈÃÂÛ̳µÄÆÊÎöʦÃÇͶÈëÁË´ó×Ú¾«Éñ¡£¡£
һƪÌâΪ¡¶´ÓÒ»ÐдúÂ뵽ȫÏßÀ£°Ü£ºNPM°üαװ¹¥»÷Á´È«»¹Ô¡·µÄÓ¢»ªÌû£¬£¬£¬£¬»ñµÃÁËÊýǧ´ÎÕ䲨¡£¡£Ìû×ÓÏêϸ²ð½âÁ˹¥»÷ÕßÔõÑù½¨ÉèÒ»¸ö¹¦Ð§Õý³£¡¢¿´ËÆÓÐÓõŤ¾ß°ü£¬£¬£¬£¬ÔÚÆä»ñµÃÒ»¶¨ÏÂÔØÁ¿ºó£¬£¬£¬£¬Í¨¹ý¡°ÎÞº¦¡±µÄ°æ±¾¸üУ¬£¬£¬£¬Ö²ÈëÈ«ÐÄ»ìÏýµÄ¶ñÒâ´úÂë¡£¡£Õâ¶Î´úÂë»áÔÚÌØ¶¨Ìõ¼þ£¨ÈçÌØ¶¨µÄϵͳÓòÃû¡¢²»ÔÚµ÷ÊÔÇéÐΣ©Ï´¥·¢£¬£¬£¬£¬´Ó¿ª·¢ÕߵĹ¹½¨ÇéÐÎÖÐÇÔÈ¡Ãô¸ÐÐÅÏ¢£¨ÈçÔÆÐ§ÀÍÃÜÔ¿¡¢ÄÚ²¿Æ¾Ö¤£©¡£¡£Ìû×Ó²»µ«ÆÊÎöÁ˹¥»÷´úÂëµÄ»ìÏý¼¼ÇÉ£¬£¬£¬£¬¸üÖØµãÌṩÁË·ÀÓùÁ´Ìõ£º
1. Ô´Í·¹Ü¿Ø£º½¨ÉèÄÚ²¿¿ÉÐŵÄÒÀÀµÊðÀí¿ÍÕ»£¬£¬£¬£¬¶ÔËùÓÐÒýÈëµÄµÚÈý·½¿â¾ÙÐо²Ì¬É¨ÃèÓëɳÏ䶯̬ÐÐΪÆÊÎö£¬£¬£¬£¬×ÝÈ»ÊÇ´Ó¹Ù·½¿ÍÕ»ÏÂÔØ¡£¡£
2. ¿ª·¢ÇéÐθôÀ룺ÑÏ¿áÇøÍÑÀë·¢¡¢¹¹½¨ÓëÉú²úÇéÐεÄÍøÂçȨÏÞ£¬£¬£¬£¬È·±£¹¹½¨ÇéÐÎÎÞ·¨Ö±½Ó»á¼ûÃô¸ÐÃÜÔ¿£¬£¬£¬£¬±ØÐèͨ¹ýÇå¾²µÄÃÜÔ¿ÖÎÀíЧÀÍ¡£¡£
3. ÐÐΪ¼à¿Ø£ºÔÚCI/CD¹ÜµÀÖм¯³ÉÒì³£ÐÐΪ¼ì²â£¬£¬£¬£¬¼à¿Ø¹¹½¨Àú³ÌÊÇ·ñÓÐÍýÏëÍâµÄÍøÂçÅþÁ¬¡¢Îļþ¶ÁÈ¡µÈ²Ù×÷¡£¡£
ÕⳡÌÖÂÛÈÃÐí¶à¿ª·¢Õß¼¹±³·¢Á¹£¬£¬£¬£¬Ò²´Ùʹ¸ü¶àÍŶÓ×îÏÈÖØÐÂÉóÔÄ×ÔÉí¶Ô¿ªÔ´ÒÀÀµ¡°ÄÃÀ´Ö÷Ò塱±³ºóµÄÖØ´óΣº¦¡£¡£
Ç徲ʵ²ÙÈ«¹¥ÂÔ£ºÔÆÔÉúÇéÐÎϵÄÎó²îá÷ÁÔ
Ëæ×ÅÔÆÔÌìÉúΪĬÈÏÑ¡Ï£¬£¬£¬ÆäÆæÒìµÄÇå¾²ÌôÕ½Ò²³ÉΪÂÛ̳µÄʵսÑÝÁ·³¡¡£¡£Ò»·ÝÃûΪ¡¶ÔÆÔÉúÎó²îá÷ÁÔÖ¸ÄÏ£º´ÓK8sÉèÖùýʧµ½ÈÝÆ÷ÌÓÒÝ¡·µÄϵÁн̳ÌÕýÔÚÁ¬ÔØ£¬£¬£¬£¬¿°³ÆÊÖ°ÑÊÖµÄʵ²Ù±¦µä¡£¡£
µÚһģ¿£¿£¿£¿é£ºÉèÖùýʧɨÃè¡£¡£½Ì³ÌÊ×ÏÈÇ¿µ÷£¬£¬£¬£¬¾ø´ó´ó¶¼ÔÆÔÉúÇå¾²ÊÂÎñÔ´ÓÚ¹ýʧµÄÉèÖᣡ£ËüÍÆ¼ö²¢ÑÝʾÁËÔõÑùʹÓÃkube-bench¡¢kube-hunterµÈ¿ªÔ´¹¤¾ß£¬£¬£¬£¬×Ô¶¯»¯¼ì²éKubernetes¼¯ÈºÊÇ·ñÇкÏCISÇå¾²»ù×¼¡£¡£ÀýÈ磬£¬£¬£¬¼ì²éetcdÊÇ·ñÆôÓÃTLS¼ÓÃÜ¡¢DashboardÊÇ·ñĬÈÏ¿ª·Å¡¢PodÇå¾²Õ½ÂÔÊÇ·ñÉèÖõȡ£¡£½Ì³Ì²»µ«¸ø³öÏÂÁ£¬£¬£¬»¹Ú¹ÊÍÁËÿһÏî¼ì²é±³ºóµÄÇå¾²ÔÀí£¬£¬£¬£¬ºÃ±ÈΪʲôÐèҪեȡÈÝÆ÷ÒÔÌØÈ¨Ä£Ê½ÔËÐС£¡£
µÚ¶þÄ£¿£¿£¿£¿é£º¾µÏñÇå¾²¡£¡£ÉîÈë½â˵ÁËÔõÑù¹¹½¨¡°×îС»¯¡±»ù´¡¾µÏñ£¬£¬£¬£¬ÔõÑùʹÓÃTrivy¡¢GrypeµÈ¹¤¾ß¶Ô¾µÏñ¾ÙÐÐÎó²îɨÃ裬£¬£¬£¬²¢½«É¨ÃèÐж¯¼¯³Éµ½CIÁ÷³ÌÖУ¬£¬£¬£¬ÊµÏÖ¡°Îó²î¾µÏñ²»³öÃÅ¡±¡£¡£¸üÖ÷ÒªµÄÊÇ£¬£¬£¬£¬Ëü̽ÌÖÁËÔõÑùÖÎÀíÎó²îµÄ¡°Î󱨡±ºÍ¡°Î£º¦ÆÀ¼¶¡±£¬£¬£¬£¬×èÖ¹Òòº£Á¿ÖеÍΣÎó²î±¨¸æµ¼ÖÂÍŶÓÂéľ¡£¡£
µÚÈýÄ£¿£¿£¿£¿é£ºÔËÐÐʱ·ÀÓùÓëȡ֤¡£¡£ÕâÊÇ×î¾ßÌôÕ½ÐԵIJ¿·Ö¡£¡£½Ì³ÌÖ¸µ¼¶ÁÕß°²ÅÅFalcoµÈÔËÐÐʱÇå¾²¹¤¾ß£¬£¬£¬£¬±àд×Ô½ç˵¹æÔòÀ´¼ì²âÒì³£ÐÐΪ£¬£¬£¬£¬ÀýÈ磺ÈÝÆ÷ÄÚÆô¶¯SSHЧÀÍ¡¢¹ÒÔØÃô¸ÐÖ÷»úĿ¼¡¢¾ÙÐÐÍøÂç¶Ë¿ÚɨÃèµÈ¡£¡£µ±¼ì²âµ½¸æ¾¯ºó£¬£¬£¬£¬ÔõÑùͨ¹ý¼ì²éPodÈÕÖ¾¡¢K8sÉó¼ÆÈÕÖ¾¡¢ÉõÖÁ¶Ô¿ÉÒÉÈÝÆ÷½¨É輴ʱ¼ì²éµã£¨checkpoint£©¾ÙÐÐÄÚ´æÈ¡Ö¤£¬£¬£¬£¬ÐγÉÍêÕûµÄ¹¥»÷Ö¤¾ÝÁ´¡£¡£ÂÛ̳Óû§¡°×·Ó°¡±ÔÚ¸úÌûÖзÖÏíÁËÒ»¸öÕæÊµ°¸Àý£ºËûÃÇͨ¹ýFalco¹æÔò·¢Ã÷ij¸öÉú²úÈÝÆ÷ÊÔͼ¶ÁÈ¡`/etc/shadow`Îļþ£¬£¬£¬£¬Ë³ÌÙÃþ¹Ï£¬£¬£¬£¬·¢Ã÷ÊÇÓ¦ÓÃÒÀÀµµÄÒ»¸öµ×²ã¿â±»Ö²ÈëÁËÍÚ¿ó¾ç±¾£¬£¬£¬£¬´Ó¶ø×èÖ¹ÁËÒ»´ÎDZÔڵĴó¹æÄ£ÈëÇÖ¡£¡£
Ç°ÑØ²tÍû£ºAIÇå¾²¹¥·ÀµÄË«Èн£
ÂÛ̳´ÓδºöÊÓ×îÇ°ÑØµÄ¶¯Ïò¡£¡£½üÆÚ£¬£¬£¬£¬¹ØÓÚÈ˹¤ÖÇÄÜ£¨AI£©ÓÈÆäÊÇ´óÓïÑÔÄ£×Ó£¨LLM£©µÄÇå¾²¹¥·À£¬£¬£¬£¬¿ª·¢ÁËеÄ×Ó°å¿é¡£¡£ÌÖÂÛ¼¯ÖÐÔÚÁ½¸ö¶ÔÁ¢Í³Ò»µÄ·½Ã棺ʹÓÃAIÔöÇ¿Çå¾²ÄÜÁ¦£¬£¬£¬£¬ÒÔ¼°·ÀÓùÕë¶ÔAIϵͳµÄ¹¥»÷¡£¡£
ÔÚ½ø¹¥Ã棬£¬£¬£¬ÓÐÌû×ÓÑÝʾÁËÔõÑùͨ¹ýÈ«ÐÄÉè¼ÆµÄ¡°ÌáÐÑ´Ê×¢È롱£¨Prompt Injection£©¹¥»÷£¬£¬£¬£¬ÈƹýLLMÓ¦ÓõÄÇå¾²»¤À¸£¬£¬£¬£¬ÓÕµ¼ÆäÊä³öѵÁ·Êý¾ÝÖеÄÃô¸ÐÐÅÏ¢»òÖ´ÐÐδÊÚȨָÁî¡£¡£ÕâÕ¹ÏÖÁ˽«LLMÖ±½Ó½ÓÈëÓªÒµÂß¼Ê±ÃæÁÙµÄÐÂÐÍ´úÂë×¢ÈëΣº¦¡£¡£ÁíÒ»·½Ã棬£¬£¬£¬ÔÚ·ÀÓùÃæ£¬£¬£¬£¬¸ü¶àµÄÌÖÂÛ¾Û½¹ÓÚÔõÑùʹÓÃAI¾ÙÐÐÍþвá÷ÁÔ¡£¡£ÀýÈ磬£¬£¬£¬ÑµÁ·×¨ÓõÄAIÄ£×ÓÀ´ÆÊÎöº£Á¿µÄÍøÂçÁ÷Á¿ÈÕÖ¾¡¢ÏµÍ³Å²ÓÃÐòÁУ¬£¬£¬£¬ÒÔ·¢Ã÷¹Å°å¹æÔòÒýÇæÎÞ·¨²¶»ñµÄ¡¢Òþ²ØµÄÒ쳣ģʽ¡£¡£ÓÐÍŶӷÖÏíÁËËûÃÇʹÓÃͼÉñ¾ÍøÂ磨GNN£©ÆÊÎöÆóÒµÄÚ²¿»á¼û¹ØÏµÍ¼£¬£¬£¬£¬ÀÖ³Éʶ±ð³öDZÔڵĺáÏòÒÆ¶¯Â·¾¶µÄ°¸Àý¡£¡£
ÂÛ̳µÄ¹²Ê¶ÊÇ£¬£¬£¬£¬AIÕýÔÚÖØËÜÇå¾²¹¥·ÀµÄÃûÌ㬣¬£¬£¬Ëü¼ÈÊÇÒ»°ÑÎޱȼâÈñµÄ죬£¬£¬£¬Ò²ÄÜÖý¾ÍÒ»Ãæ¸üΪÖÇÄܵĶܡ£¡£Çå¾²´ÓÒµÕß±ØÐè×îÏÈѧϰ²¢Ã÷È·ÕâЩÐÂÊÖÒÕ£¬£¬£¬£¬²»È»½«ÔÚÏÂÒ»ÂÖ¹¥·À¶Ô¿¹Öд¦ÓÚ¾ø¶ÔÁÓÊÆ¡£¡£
×ܶøÑÔÖ®£¬£¬£¬£¬20263¾Åµã°ëÂÛ̳µÄ×îж¯Ì¬£¬£¬£¬£¬ÇåÎúµØ¹´ÀÕ³öÄ¿½ñÍøÂçÇå¾²ÁìÓò´ÓÀíÄîµ½ÊÖÒÕ¡¢´Óºê¹Û¼Ü¹¹µ½Î¢¹Û´úÂëµÄÍêÕûÑݽøÍ¼Æ×¡£¡£Ëü²»ÔÙ¿Õ̸¿´·¨£¬£¬£¬£¬¶øÊÇÉîÈëÿһ¸öÊÖÒÕϸ½Ú£¬£¬£¬£¬ÔÚÒ»´Î´Î´úÂëÉ󼯡¢ÈÕÖ¾ÆÊÎö¡¢¼Ü¹¹Öع¹µÄʵս·ÖÏíÖУ¬£¬£¬£¬½«Çå¾²ÄÜÁ¦ÕæÕý³ÁµíÏÂÀ´¡£¡£¹ØÓÚÿһλÇå¾²´ÓÒµÕß¶øÑÔ£¬£¬£¬£¬ÕâÀïÌṩµÄ²»µ«ÊÇ¡°¹¥ÂÔ¡±£¬£¬£¬£¬¸üÊÇÒ»ÖÖÔÚÒ»Á¬¶Ô¿¹Öмá³ÖÀä¾²¡¢Éî¶È˼Ë÷ÓëÎñʵÁ¢ÒìµÄÐÐÒµ¾«Éñ¡£¡£Òª¸úÉÏÍþвÑݱäµÄ³ÌÐò£¬£¬£¬£¬»òÐí×îºÃµÄ·½·¨¾ÍÊÇÌÕ×íµ½ÕâÑùµÄÉçÇøÖУ¬£¬£¬£¬¼ÓÈëÌÖÂÛ£¬£¬£¬£¬·ÖÏí²¨ÕÛÓëÀֳɣ¬£¬£¬£¬ÅäºÏÐÞ½¨Êý×ÖÌìϵÄÇå¾²·ÀµØ¡£¡£
±¾ÎÄÎÊÌ⣺¡¶20263¾Åµã°ëÂÛ̳×îж¯Ì¬ÆÊÎö£ºÇ徲ʵ²ÙÈ«¹¥ÂÔÓëÉî¶ÈÆÊÎö¡·










½ÒÏþ̸ÂÛ