ÔÆÄþ¾²×ܽáÓëÕ¹Íû£º°Ùô´ÕùÁ÷£¬·Üé®ÕßÏÈ
Ðû²¼Ê±¼ä 2024-02-04ÔÆÄþ¾²»Ø¹Ë
1¡¢ÖØ´óÔÆÄþ¾²Ê¼þƵ·¢£¬ÐÂÐ͹¥»÷Êֶβ»Í£·ºÆð
¹«ÓÐÔÆÒÔÄþ¾²ÔðÈι²µ£µÄģʽÔËÐУ¬ÔÆ·þÎñÌṩÉÌÔÚ»ù´¡ÉèÊ©µÄÄþ¾²·À»¤¡¢Êý¾ÝÒþ˽±£»¤¡¢Óû§Éí·Ý¹ÜÀíµÈ·½Ã渺µ£×ÅÖØÒªÔðÈΡ£ÓÉÓÚÔÆ¼ÆËã»·¾³µÄÅÓ´óÐÔ£¬ÔÆÓû§ÔÚÅäÖÃÔÆ·þÎñʱ¾³£·ºÆð´íÎóÅäÖá£
ÔÚ¹ýÈ¥µÄÒ»ÄêÖУ¬·¢ÉúÁ˶àÆðÑÏÖØµÄÔÆ·þÎñÖжϺÍÊý¾Ýй¶Ê¼þ¡£ÀýÈ磬ij´óÐÍÔÆ·þÎñÌṩÉÌÒòÅäÖôíÎóµ¼ÖÂÈ«Çò·¶Î§ÄڵķþÎñÖжϣ¬Ó°ÏìÁËÊý°ÙÍòÓû§¡£ÁíÍ⣬¶à¼ÒÆóÒµµÄÊý¾ÝÔÚÔÆ¶Ë±»·Ç·¨·ÃÎʺÍÇÔÈ¡£¬Ôì³ÉÁ˾޴óµÄ¾¼ÃËðʧºÍÉùÓþËðʧ¡£
2023Äê×îÒýÈËעĿµÄÁ½¸öÍøÂçÄþ¾²ÍþвÊÇË«ÖØÀÕË÷ºÍÁãÈÕ©¶´ÀûÓá£ÔÚË«ÖØÂ©¶´ÀûÓù¥»÷ÖÐ×î³£¼ûµÄÀÕË÷Èí¼þϵÁÐÊÇLockBit¡¢ClopºÍ ALPHV¡£Í¬Ê±£¬¹¥»÷ÕßÒ²ÔÚʹÓÃÉú³ÉʽAIÀ´´´½¨Îı¾¡¢ÓïÒôÏûÏ¢ºÍͼÏñµÈ¶àģ̬¶ñÒâ¹¥»÷£¬¶Ô¶àÔÆ¼°»ìºÏÔÆÉϵķþÎñ·¢ÉúÔ½·¢ÑϾþµÄÍþв¡£
2¡¢ÔÆÄþ¾²¼¼Êõ²»Í£Ñݽø£¬º»Êµ»ù´¡ÏòÓ¦ÓÿçÔ½
µ±Ç°ÔÆÄþ¾²µÄ·¶Ê½Î§ÈÆ×Å´Ó´«Í³Äþ¾²¿ò¼ÜÏòÔÆÖÐÇ¨ÒÆµÄ¹ý³Ì£¬ÔÆÄþ¾²µÄÖØµãÁìÓò°üÂÞÔÆÊÂÇé¸ºÔØ±£»¤£¨CWPP£©ºÍÔÆÄþ¾²Ì¬ÊƹÜÀí(CSPM)¡£¶øÐÂÄþ¾²·¶Ê½µÄת±äÖ®Ò»½«»áËæ×Ÿü¶àµÄÔÆÔÉúÓ¦Óõ®Éú£¬´ÓÒÔÄþ¾²Îªµ¼ÏòµÄ¿ª·¢×ª±äΪÒÔ¿ª·¢ÈËԱΪµ¼ÏòµÄÄþ¾²¡£
´ËÍ⣬´«Í³Äþ¾²¼¼ÊõÔÚÔÆÉϵÄÓ¦ÓÃҲȡµÃÁËÏÔÖø½ø²½¡£¼ÓÃܼ¼ÊõµÄ²»Í£´´ÐºÍÓ¦Óã¬Ê¹µÃÊý¾ÝÔÚÔÆ¶ËµÄÄþ¾²ÐԵõ½Á˸üºÃµÄ±£ÕÏ¡£Í¬Ê±£¬Äþ¾²Éó¼ÆºÍ¼à²â¹¤¾ßµÄ½ø²½£¬¿ÉÒÔ×ÊÖúÆóÒµ¸üÓÐЧµØ·¢ÏÖºÍÓ¦¶ÔÄþ¾²Íþв¡£ÍþвÇ鱨µÄÉú³¤Ò²ÎªÔ¤·ÀºÍÓ¦¶Ô¸ß¼¶Á¬ÐøÐÔÍþв£¨APT£©ÌṩÁËÓÐÁ¦Ö§³Ö¡£
ÁíÍ⣬AIÔÚÔÆÄþ¾²ÁìÓò·¢»ÓÔ½À´Ô½ÖØÒªµÄ×÷Óá£ÀýÈ磬AIÓÃÓÚʵʱ¼à²âÔÆ»·¾³µÄÒì³£ÐÐΪ£¬¿ÉÒÔ¿ìËÙʶ±ðºÍÓ¦¶ÔÄþ¾²Íþв¡£
ÔÆÄþ¾²Éú³¤Ç÷ÊÆÕ¹Íû
Ëæ×ÅÏÖ´ú»¯ÔÆÔÉúÓ¦ÓõĿìËÙÉú³¤£¬ÔÚÕû¸öÓ¦ÓÃÉúÃüÖÜÆÚÖм¯³ÉÔÆÄþ¾²½«³ÉΪÖ÷Á÷¡£±£»¤ÔÆÔÉúÓ¦Ó÷¨Ê½ÎªÆóÒµÌṩÁËÖØÐÂÉè¼ÆÄþ¾²ÒªÁìµÄ»ú»á£¬ÆóÒµ²»ÔÙ½«¿ª·¢ºÍÔËÐÐʱÊÓΪ»¥Ïà¸ôÀëµÄ½×¶Î£¬¶øÓ¦½«Äþ¾²ÐԺͺϹæÐÔÊÓΪ¿ª·¢ºÍÔËÓªµÄͳһÌ壬²¢¾¡¿ÉÄÜÕûºÏ²îÒìµÄ¹¤¾ß¡£
1¡¢Äþ¾²×óÒÆ£ºÔÚ¿ª·¢¹ý³ÌµÄÔçÆÚ½â¾öÔÆ·çÏÕ
»ùÓÚÈÝÆ÷ºÍ Kubernetes µÈ¼Ü¹¹¹¹½¨µÄÔÆÔÉúÓ¦Ó÷¨Ê½ÓÉÐí¶àÔÚÔÆ»ù´¡¼Ü¹¹ÉÏÔËÐеĻ¥Á¬Î¢·þÎñ×é³É¡£Æ¾¾ÝÔÆÔÉú¼ÆËã»ù½ð»á£¨CNCF£©µÄÊý¾Ý£¬96%µÄ×é֯ĿǰÕýÔÚʹÓûòÆÀ¹ÀʹÓà Kubernetes¡£KubernetesµÄ½ÓÄÉ´øÀ´Ðí¶àÓÅÊÆ£¬°üÂÞ¸ü¶ÌµÄÐû²¼Ê±¼ä¿ò¼Ü¡¢¸üµÍµÄIT³É±¾¡¢¸ü¸ßµÄ¿ÉÀ©Õ¹ÐÔÒÔ¼°¶àÔÆ»·¾³ÖеÄÁé»îÐÔ.
³öÓÚÕâЩÔÒò£¬¿ª·¢ºÍDevOpsÍŶӷ׷×Ó¿Ïò Kubernetes£¬ÊµÏÖÁËÿÌì»òÿÖܲ¿ÊðÓ¦Ó÷¨Ê½£¬¿ìËÙµü´ú²¢Îª×îÖÕÓû§Ìṩ¸ü¶àµÄÒµÎñ¼ÛÖµ¡£¶øÓ¦ÓÃÖеÄÐí¶à·çÏÕ¶¼¿ÉÒÔÔÚ¿ª·¢Öнâ¾ö£¬Õâ¾ÍÐèҪΪDevOpsºÍÄþ¾²ÍŶÓÌṩ¿ª·¢ÉúÃüÖÜÆÚÄÚÁ¬Ðø¼¯³É/Á¬Ðø½»¸¶£¨CI/CD£©µÄÕûÌåÄþ¾²Ö§³Å£¬ÆäÖаüÂÞÒÔÏÂÖØµãÄÚÈÝ£º
¹¹½¨£ºÔÚ¿ª·¢¹ý³ÌɨÃèÈÝÆ÷Ó³ÏñºÍ»ù´¡ÉèÊ©¼´´úÂë(IaC)Ä£°å£¬ÒÔ²éÕÒ©¶´ºÍ´íÎóÅäÖ㬽«Æä×÷ΪͨÀýÁ¬Ðø¼¯³É/Á¬Ðø½»¸¶£¨CI/CD£©ÊÂÇéÁ÷µÄÒ»²¿ÃÅ¡£
²¿Êð£ºÁ¬Ðø¼à¿Ø×¢²á±í£¬ÒÔÈ·±£Ó¦Ó÷¨Ê½ÔÚ²¿ÊðǰÊÇÄþ¾²µÄ£¬²¢Öƶ¨ÏàÓ¦µÄ²¿Êð·À»¤¼ÆÄ±¡£
ÔËÐУºÍ¨¹ýÓëÉÏÏÂÎı¨¾¯¡¢·çÏÕÓÅÏȼ¶ÒÔ¼°Ïà¹ØÍ¨Öª¹¤¾ßµÄ¼¯³ÉÀ´¼à¿ØÉú²ú»·¾³µÄ·çÏÕ£¬°üÂÞÃô¸ÐÊý¾Ýй¶¡¢»úÃܼì²â¡¢ÅäÖ÷çÏÕµÈÄÚÈÝ¡£
2¡¢Äþ¾²ÓÒÒÆ£ºÔÚÔËÓª¹ý³ÌÖÐ×öºÃÍþвӦ¶Ô±Õ»·
µ±Ç°£¬ºÜ¶àÆóÒµÔÚÄþ¾²½¨ÉèÖвɹº´óÁ¿ÁæØêµÄÄþ¾²²úÎïÒÔÂú×ãºÏ¹æÐèÇó£¬Ï໥¼ä¶ÀÁ¢ÔËÐУ¬ÊèÉ¢²¿ÊðÒѳɳ£Ì¬¡£¶øÈçºÎÔÚÈÕÒæÅÓ´óµÄÍþÐ²Ì¬ÊÆÏ£¬¸ÐÖª·çÏÕºÍÍþв£¬Ðγɻ¯±»¶¯ÎªÖ÷¶¯µÄÌåϵ»¯·ÀÓùϵͳ£¬³£Ì¬»¯µÄÄþ¾²ÔËÓª½«ÊDZر¸µÄÄÜÁ¦¡£
ÔÚÔÆÔÉúÄþ¾²»·¾³ÖУ¬½øÐг߶Ȼ¯ºÍÌåϵ»¯µÄÄþ¾²ÔËÓª½¨É裬¿ÉÒÔͨ¹ý¹¹½¨È«ÃæµÄ¼¯Ô¤·À¡¢¼ì²â¡¢ÏìÓ¦Óë·ÀÓùΪһÌåµÄÈÚºÏʽƽ̨£¬ÊµÏÖÕë¶ÔÔÆÉÏ·çÏյļ°Ê±·¢ÏÖ¡¢×è¶ÏÒÔ¼°½øÐÐÒµÎñ»Ö¸´µÄ×Ô¶¯»¯Äþ¾²±Õ»·¡£ÕâÀà¸ß¼¶µÄÄþ¾²ÔËÓªÄÜÁ¦½«³ÉΪÄþ¾²»ù´¡ÉèÊ©ÎªÔÆÉÏËùÓÐÆóÒµ±£¼Ý»¤º½£¬ÊµÏÖÈ«·½Î»µÄÄþ¾²·À»¤¡£
3¡¢Äþ¾²×¨Ò»Æ½Ì¨½«ÒýÁ쳱ˮ£¬ÐγÉÒ»Õ¾Ê½ÔÆÄþ¾²½â¾ö·½°¸
ΪÁ˸üºÃµØ·À»¤ÔÆ»ù´¡Éèʩ֮ÉϵķþÎñ£¬ÐèҪȷ±£Äþ¾²ÄÜÁ¦È«ÃæÁýÕÖÔÆ¼¼Êõ¶ÑÕ»¡£ÕâÒ»ÁìÓòÕý³¯×Åͨ¹ýרһƽ̨ÌṩÄþ¾²ÄÜÁ¦Èë¿ÚµÄÆ«ÏòÑݽø£¬Æ½Ì¨ÐèÒªÌṩÉÏÏÂÎÄͳһµÄÁ¬Ðø¼à¿Ø·þÎñ£¬°üÂÞ¹«ÓÐÔÆ·þÎñºÍÅäÖá¢ÊÚȨºÍÉí·Ý¡¢ÊÂÇé¸ºÔØºÍÓ¦Ó÷¨Ê½µÄÍþв¼ì²â¡£
ÔÆÉϵÄÄϱ±ÏòÁ÷Á¿Ó빤¾ßÏòÁ÷Á¿µÄ·À»¤¿ÉÒÔºÍÔÆÄþ¾²Ì¬ÊƹÜÀí(CSPM)ÕûÌå½â¾ö·½°¸ÈÚºÏÁª¶¯¡£³ýÁËÔÆ»ù´¡ÉèÊ©ÔËÐÐÇé¿ö£¬Ó¦Ó÷¨Ê½±à³Ì½Ó¿Ú£¨API£© ¼à¿ØºÍÊý¾Ý·çÏÕ¿ÉÊÓ»¯Ò²Ó¦°üÂÞÆäÖС£Ëæ×ÅÔÆÄþ¾²ÐÎÊÆµÄÉú³¤ºÍÍþв±äµÃÔ½À´Ô½ÅÓ´ó£¬ÔÆÄþ¾²Ì¬ÊƹÜÀí(CSPM)ÓëÄþ¾²×óÒÆºÍÄþ¾²ÓÒÒÆµÄ³¡¾°Ïà½áºÏ£¬¼¯³ÉºÍÌṩ¸ü¶à¸ß¼¶Äþ¾²ÄÜÁ¦£¬È羲̬ӦÓ÷¨Ê½Äþ¾²²âÊÔ£¨SAST£©ºÍÔ´´úÂë·ÖÎö£¨SCA£©¡£
4¡¢Éú³ÉʽAIÍÆ¶¯ÔÆ·þÎñÐÐÒµÉý¼¶£¬´óÄ£Ðͽ«¼ÓËÙÔÚÔÆ¶ËÂ䵨
ÔÚ´óÄ£ÐÍÈȳ±µÄÍÆ¶¯Ï£¬Éú³ÉʽAI½«¸Ä±äºÜ¶àÐÐÒµµÄÉú²úÁ¦£¬ÓÈÆäÊÇÄÇЩ¶Ô֪ʶÊÂÇéÒÀÀµË®Æ½½Ï¸ßµÄÐÐÒµÔ¤¼Æ»áÊܵ½¸ü¶àµÄÓ°Ïì¡£ÎÞÂÛÊÇͨÓôóÄ£ÐÍ»¹ÊÇÐÐÒµ´óÄ£Ð;ùÐèÒª´ó¹æÄ£µÄAIËãÁ¦ÓëÈí¼þ£¬ÔƼÆËã×÷ΪËãÁ¦ÌṩµÄÖØÒª»ùʯʹµÃÔÆ³§É̳ÉΪÖ÷ÒªÊÜÒæÕßÖ®Ò»£¬½«Íƶ¯ÔƼÆË㹤ҵ½øÈëÀå¸ï½×¶Î¡£
Ëæ×ÅÉú³ÉʽAI¼¼ÊõÔÚ¸÷ÐÐÒµµÄÍÆ½ø£¬ÈçºÎ±£ÕÏ´óÄ£Ð͵ÄÄþ¾²Ò²Êǵ±Ç°Äþ¾²¹¤Òµ½ôÆÈµÄÔðÈΡ£ÔÚ´óÄ£ÐÍ×Ô¼ºÄþ¾²¼°Æä·çÏÕµÄÓÐЧӦ¶ÔÉÏ£¬ÐèÒª½øÒ»²½´ÓÕûÌåµÄÊӽǰüÂÞÁ¢·¨¡¢¼à¹Ü¡¢Äþ¾²¹ÜÀí»úÖÆ¡¢Äþ¾²¿ò¼ÜÉè¼ÆÓëÂ䵨·½°¸½¨ÉèµÈ·½Ãæ½øÐÐÉîÈëµÄ̽Ë÷Óëʵ¼ù¡£
Ëæ×ÅÍøÂç·¸×ïµÄÈÕÒæ·ÅËÁÒÔ¼°ÔÆÄþ¾²¹¤ÒµµÄ¿ìËÙÉú³¤£¬Ô¤¼Æ¸ß¼¶Á¬ÐøÐÔÍþвºÍÀÕË÷Èí¼þ¹¥»÷µÈÅÓ´óµÄÄþ¾²Íþв½«¼ÌÐøÔö¶à£¬ÎªÁËÓ¦¶ÔÕâЩÍþв£¬½«´ßÉú¸ü¶àµÄ´´ÐÂÆóÒµºÍ¼¼Êõ£¬Ñ°ÕÒ¼ò»¯ÇÒ¸ßЧµÄ½â¾ö·½°¸À´±£»¤ÅÓ´óµÄÔÆ»ù´¡ÉèÊ©ºÍ·þÎñ¡£ÆóÒµºÍÔÆ·þÎñÌṩÉÌÐèÒª½øÒ»²½¼ÓÇ¿Äþ¾²·ÀÓù´ëÊ©£¬¼ÓÇ¿³¡¾°»¯´´ÐÂÓë½»¸¶ÄÜÁ¦£¬½¨Á¢¿ìËÙÏìÓ¦»úÖÆºÍ±¸·Ý»Ö¸´¼Æ»®£¬ÔÚÂú×ãºÏ¹æÒªÇóµÄͬʱȷ±£ÒµÎñÁ¬ÐøÐÔºÍÊý¾ÝÄþ¾²¡£
Ò»Ôª¸´Ê¼£¬ÍòÏó¸üС£Õ¾ÔÚÐÂµÄÆðµã£¬¼È³äÂúÐÅÐÄÒ²ÉîÖªÌôÕ½¡£¶«Éƽ̨½«¼á¶¨²»ÒƵØ×öºÃ´´ÐÂÓë±£ÕÏ£¬»¤º½ÔÆÓû§ÂõÏòÃÀºÃδÀ´¡£