\u5e02\u5834\u80cc\u666f\u8207\u50ac\u5316\u5291\uff1a\u5728\u62c9\u65af\u7dad\u52a0\u65af\uff0c\u570b\u9632\u9ad8\u7b49\u7814\u7a76\u8a08\u756b\u5c40 DARPA \u65bc DEF CON 33 \u7d50\u675f\u70ba\u671f\u5169\u5e74\u7684 AI Cyber Challenge\uff0c\u7e3d\u734e\u91d1\u9054850\u842c\u7f8e\u5143\uff0c\u70ba\u8edf\u9ad4\u4f9b\u61c9\u93c8\u98a8\u96aa\u8207 AI \u90e8\u7f72\u5728\u6a19\u666e500 \u516c\u53f8\u4e2d\u76f8\u4e92\u78b0\u649e\u7684\u6642\u523b\uff0c\u63d0\u51fa\u4e86\u4e00\u9805\u65b0\u7684 AI \u5b89\u5168\u57fa\u6e96\u3002\u7f8e\u97d3\u806f\u5408\u7684\u9032\u653b\u6027\u8cc7\u5b89\u5718\u968a Theori \u596a\u5f97\u7b2c\u4e09\u540d\u8207150\u842c\u7f8e\u5143\uff0cTeam Atlanta \u8d0f\u5f97400\u842c\u7f8e\u5143\uff0cTrail of Bits \u7372300\u842c\u7f8e\u5143\u3002\u9019\u5834\u6d3b\u52d5\u4e26\u975e\u8d70\u904e\u5834\u3002DARPA \u8868\u793a\uff0c\u6c7a\u8cfd\u968a\u4f0d\u7684\u81ea\u52d5\u5316\u7cfb\u7d71\u5728\u690d\u5165\u6f0f\u6d1e\u4e2d\u627e\u51fa77\uff05\u3001\u5b8c\u621061\uff05\u7684\u4fee\u88dc\uff0c\u4e26\u5728\u771f\u5be6\u7a0b\u5f0f\u78bc\u4e2d\u767c\u73fe\u4e8618\u500b\u6b64\u524d\u672a\u77e5\u7684\u7f3a\u9677\u3002DARPA \u4e3b\u4efb Stephen Winchell \u8a55\u50f9\uff0c\u8a72\u8a08\u756b\u5c55\u73fe\u4e86\u56b4\u8b39\u3001\u5275\u65b0\u4e14\u9ad8\u98a8\u96aa\u9ad8\u56de\u5831\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u5c0d\u516c\u958b\u5e02\u5834\u6295\u8cc7\u4eba\u800c\u8a00\uff0c\u7d50\u8ad6\u660e\u78ba\uff1a\u81ea\u52d5\u5316\u7684\u6f0f\u6d1e\u767c\u73fe\u8207\u4fee\u88dc\u5df2\u5f9e\u7814\u7a76\u8d70\u5411\u53ef\u64cd\u4f5c\u7684\u73fe\u5be6\uff0c\u9019\u5c07\u5f71\u97ff\u4f60\u5c0d\u5fae\u8edf\uff0cMSFT\u3001Alphabet \u65d7\u4e0b Mandiant\uff0cGOOGL\u3001CrowdStrike\uff0cCRWD\u3001Palo Alto Networks\uff0cPANW\u3001Fortinet\uff0cFTNT\u3001Zscaler\uff0cZS \u8207 SentinelOne\uff0cS \u7684\u6210\u9577\u8207\u5229\u6f64\u9810\u4f30\u3002<\/p>\n
AIxCC \u771f\u6b63\u8b49\u660e\u7684\u4e8b\uff1a\u53c3\u8cfd\u7684 Cyber Reasoning Systems \u4e0d\u53ea\u662f\u6383\u63cf\u7a0b\u5f0f\u78bc\uff1b\u5b83\u5011\u80fd\u5354\u8abf\u7aef\u5230\u7aef\u6d41\u7a0b\uff0c\u7121\u9700\u4eba\u70ba\u4ecb\u5165\u4fbf\u80fd\u5206\u7d1a\u3001\u5229\u7528\u4e26\u4fee\u88dc\u6f0f\u6d1e\u3002\u5728\u4e00\u5834\u5145\u6eff\u6575\u610f\u3001\u6642\u9593\u53d7\u9650\u7684\u7af6\u8cfd\u4e2d\u9054\u523077\uff05\u7684\u767c\u73fe\u7387\u820761\uff05\u7684\u4fee\u88dc\u7387\uff0c\u5c0d\u65bc\u4f9d\u8cf4\u4eba\u5de5\u7d05\u968a\u3001\u5206\u6563\u6383\u63cf\u5668\u8207\u4eba\u54e1\u4ecb\u5165\u7684\u65e2\u6709\u505a\u6cd5\u800c\u8a00\uff0c\u662f\u4e00\u500b\u4ee4\u4eba\u4e0d\u5b89\u7684\u6578\u64da\u3002\u7af6\u8cfd\u4e2d\u767c\u73fe\u768418\u500b\u771f\u6b63\u7684\u96f6\u65e5\u6216\u4e00\u65e5\u6f0f\u6d1e\uff0c\u986f\u793a\u9019\u4e0d\u662f\u82b1\u62db\u800c\u662f\u771f\u6b63\u4fe1\u865f\u3002\u82e5\u4f60\u8ca0\u8cac\u8ca1\u5bcc500\u5f37\u7684\u6280\u8853\u98a8\u96aa\uff0c\u77ed\u671f\u5167\u7684\u5f71\u97ff\u4e0d\u662f\u5168\u9762\u53d6\u4ee3\u4f60\u6838\u5fc3\u7684 EDR \u6216\u4e0b\u4e00\u4ee3\u9632\u706b\u7246\u7522\u54c1\uff0c\u800c\u662f\u7e2e\u77ed\u5f9e\u63ed\u9732\u5230\u4fee\u5fa9\u7684\u6642\u9593\u7a97\uff0c\u4e26\u63a8\u52d5 CI\/CD \u4e2d\u4ee5\u6a5f\u5668\u901f\u5ea6\u904b\u884c\u7684\u8b8a\u66f4\u7ba1\u7406\u3002\u5e73\u5747\u4fee\u5fa9\u6642\u9593\u662f\u8463\u4e8b\u6703\u8ffd\u8e64\u7684\u95dc\u9375\u7e3e\u6548\u6307\u6a19\uff0cAIxCC \u986f\u793a\u8a72\u6307\u6a19\u5373\u5c07\u88ab\u58d3\u7e2e\u3002<\/p>\n
\u958b\u6e90\u91cb\u51fa\u662f\u500d\u589e\u5668\uff1aDARPA \u8a08\u756b\u5c07\u6c7a\u8cfd\u7cfb\u7d71\u958b\u6e90\uff0c\u628a\u5f37\u5927\u7684\u81ea\u52d5\u5316\u539f\u8a9e\u4ea4\u5230\u4efb\u4f55\u904b\u4f5c DevSecOps \u7ba1\u7dda\u8005\u624b\u4e2d\u3002\u4e0a\u4e00\u6b21\u653f\u5e9c\u50ac\u5316\u8cc7\u5b89\u5de5\u5177\u7684\u968e\u6bb5\u6027\u8e8d\u5347\u4e26\u5ee3\u6cdb\u958b\u653e\u6642\uff0c\u5546\u696d\u5ee0\u5546\u4fbf\u70ba\u5176\u69cb\u5efa\u4e86\u5b8c\u5584\u7684\u5305\u88dd\u3001\u5354\u8abf\u5c64\u8207\u4f01\u696d\u7d1a\u63a7\u7ba1\u3002\u9019\u6b21\u4e5f\u6703\u5982\u6b64\u3002\u5fae\u8edf\uff0cMSFT \u53ef\u4ee5\u628a CRS \u908f\u8f2f\u63a5\u5165 GitHub Advanced Security \u8207 Defender for Cloud\u3002GitLab\uff0cGTLB \u80fd\u5728\u5408\u4f75\u8acb\u6c42\u4e2d\u76f4\u63a5\u5448\u73fe\u6aa2\u6e2c\u7d50\u679c\u3002\u96f2\u7aef\u4f9b\u61c9\u5546 AMZN \u8207 GOOGL \u53ef\u4ee5\u628a\u5b83\u505a\u6210\u8207\u7a0b\u5f0f\u78bc\u6383\u63cf\u4e26\u5217\u7684\u8a17\u7ba1\u670d\u52d9\u3002\u958b\u653e\u6a21\u578b\u7e2e\u77ed\u7522\u54c1\u5718\u968a\u7684\u4e0a\u5e02\u6642\u9593\uff0c\u58d3\u4f4e\u975c\u614b\u8207\u52d5\u614b\u5206\u6790\u7684\u5b9a\u50f9\uff0c\u4e26\u4f7f\u5e73\u53f0\u5ee3\u5ea6\u8207\u6574\u5408\u80fd\u529b\u6210\u70ba\u512a\u52e2\u3002\u9019\u901a\u5e38\u504f\u5411\u64c1\u6709\u5206\u92b7\u8207\u9059\u6e2c\u898f\u6a21\u7684\u65e2\u6709\u5927\u5ee0\uff0c\u800c\u975e\u55ae\u4e00\u5de5\u5177\u3002<\/p>\n
\u52dd\u8005\u540d\u55ae\u63ed\u793a\u7684\u8da8\u52e2\uff1aTeam Atlanta \u7684\u52dd\u5229\u8207 Trail of Bits \u7684\u6b21\u5e2d\u8868\u660e\u4e00\u500b\u8da8\u52e2\uff1a\u5c0f\u800c\u6df1\u5ea6\u5c08\u7cbe\u7684\u5718\u968a\uff0c\u6bd4\u5927\u578b\u5ee0\u5546\u66f4\u80fd\u8fc5\u901f\u63a8\u51fa\u524d\u6cbf\u7b49\u7d1a\u7684\u5229\u7528\u8207\u4fee\u88dc\u908f\u8f2f\u3002Theori \u7684\u7b2c\u4e09\u540d\uff0c\u5718\u968a\u8de8\u8d8a\u7f8e\u570b\u8207\u5357\u97d3\uff0c\u51f8\u986f\u570b\u969b\u5408\u4f5c\u5df2\u6210\u70ba\u5c16\u7aef\u8cc7\u5b89\u7814\u767c\u7684\u57fa\u672c\u689d\u4ef6\u3002\u5c0d\u6295\u8cc7\u4eba\u4f86\u8aaa\uff0c\u9019\u6a23\u7684\u7d44\u5408\u610f\u5473\u8457\u4f75\u8cfc\u6a5f\u6703\u3002\u8ab0\u80fd\u5148\u628a\u9019\u4e9b CRS \u6253\u9020\u6210\u4f01\u696d\u7d1a\u7522\u54c1\u9ad4\u9a57\uff0c\u8ab0\u5c31\u53ef\u80fd\u88ab\u6536\u8cfc\u6216\u7d50\u6210\u6230\u7565\u5925\u4f34\u3002\u7559\u610f\u79c1\u52df\u8cc7\u91d1\u8f2a\u8207\u65e8\u5728\u70ba\u53d7\u7ba1\u5236\u5782\u76f4\u5e02\u5834\u8207\u653f\u5e9c\u5305\u88dd\u6b64\u80fd\u529b\u7684\u7b56\u7565\u4ea4\u6613\u3002\u9810\u671f\u6703\u6709\u91dd\u5c0d\u96fb\u529b\u3001\u96fb\u4fe1\u7b49\u9700\u8981\u53ef\u8b49\u660e\u3001\u53ef\u7a3d\u6838\u81ea\u52d5\u5316\u7684\u5927\u578b\u7528\u6236\u7684\u65e9\u671f\u8a66\u9ede\u3002<\/p>\n
\u5c0d CrowdStrike\u3001Palo Alto Networks\u3001Fortinet\u3001SentinelOne\u3001Zscaler \u7684\u5f71\u97ff\uff1a\u7aef\u9ede\u3001\u8eab\u5206\u8207\u7db2\u8def\u9818\u57df\u7684\u9f8d\u982d\u4e0d\u6703\u76f4\u63a5\u88ab\u53d6\u4ee3\u3002CRS \u5806\u758a\u4f4d\u65bc\u4e0a\u6e38\u8207\u76f8\u9130\u5c64\uff0c\u66f4\u8cbc\u8fd1\u539f\u59cb\u78bc\u3001\u5efa\u7f6e\u8207\u76f8\u4f9d\u6027\u7ba1\u7406\u3002\u4f46\u5b83\u78ba\u5be6\u5a01\u8105\u5230\u50b3\u7d71\u61c9\u7528\u5b89\u5168\u6e2c\u8a66\u8207\u4eba\u5de5\u7a0b\u5f0f\u78bc\u5be9\u67e5\u7684\u9810\u7b97\u4efd\u984d\u3002\u6709\u5e02\u5834\u8207\u81ea\u52d5\u5316\u9aa8\u5e79\u7684\u5e73\u81fa\u578b\u696d\u8005\u53ef\u4ee5\u628a\u9019\u8996\u70ba\u529f\u80fd\u800c\u975e\u5a01\u8105\u3002CrowdStrike \u7684 Falcon Foundry \u8207 Palo Alto Networks \u7684 Prisma Cloud \u53ef\u5167\u5d4c\u81ea\u52d5\u5316\u4fee\u88dc\u5efa\u8b70\u8207\u7d93\u9a57\u8b49\u7684\u71b1\u4fee\u88dc\u3002Zscaler \u53ef\u4ee5\u7528\u6a5f\u5668\u751f\u6210\u7684\u5229\u7528\u60c5\u5831\u8c50\u5bcc\u5167\u806f\u7b56\u7565\u3002Fortinet \u8207 SentinelOne \u53ef\u7528 CRS \u9a45\u52d5\u7684\u4fee\u88dc\uff0c\u8c50\u5bcc\u56de\u61c9\u5287\u672c\u4ee5\u61c9\u5c0d\u5ba2\u88fd\u5316\u61c9\u7528\u3002\u6230\u7565\u98a8\u96aa\u5728\u65bc\u60f0\u6027\uff1a\u82e5\u9019\u4e9b\u516c\u53f8\u5728\u7522\u54c1\u5316 CRS \u80fd\u529b\u4e0a\u843d\u5f8c\uff0c\u958b\u767c\u8005\u512a\u5148\u7684\u5e73\u53f0\u5c07\u5728\u7a0b\u5f0f\u78bc\u8207\u96f2\u7aef\u4ea4\u754c\u8655\u5438\u8d70\u5b89\u5168\u5fc3\u667a\u4efd\u984d\u3002\u9810\u671f\u8ca1\u5831\u96fb\u8a71\u6703\u8b70\u4e2d\uff0c\u76f8\u95dc\u516c\u53f8\u6703\u958b\u59cb\u628a\u8a71\u8853\u8f49\u5411\u300c\u81ea\u4e3b\u4fee\u5fa9\u300d\u8207\u300cAI \u52a0\u5f37\u7684 SDLC\u300d\u4f5c\u70ba\u65b0\u7522\u54c1\u6558\u4e8b\u3002<\/p>\n
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