{"id":14181,"date":"2024-11-27T18:56:50","date_gmt":"2024-11-27T10:56:50","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14181"},"modified":"2024-11-27T18:57:57","modified_gmt":"2024-11-27T10:57:57","slug":"nvidia-garak","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/nvidia-garak\/","title":{"rendered":"NVIDIA Garak\uff1a\u68c0\u6d4bLLM\u6f0f\u6d1e\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u786e\u4fdd\u751f\u6210\u5f0fAI\u7684\u5b89\u5168\u6027"},"content":{"rendered":"<p>NVIDIA Garak \u662f\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u4e13\u95e8\u7528\u4e8e\u68c0\u6d4b\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u6f0f\u6d1e\u3002\u5b83\u901a\u8fc7\u9759\u6001\u3001\u52a8\u6001\u548c\u81ea\u9002\u5e94\u63a2\u6d4b\uff0c\u68c0\u67e5\u6a21\u578b\u662f\u5426\u5b58\u5728\u5e7b\u89c9\u3001\u6570\u636e\u6cc4\u9732\u3001\u63d0\u793a\u6ce8\u5165\u3001\u9519\u8bef\u4fe1\u606f\u751f\u6210\u3001\u6709\u5bb3\u5185\u5bb9\u751f\u6210\u7b49\u591a\u79cd\u5f31\u70b9\u3002Garak \u7c7b\u4f3c\u4e8e\u7f51\u7edc\u5b89\u5168\u4e2d\u7684 nmap\uff0c\u4f46\u4e13\u6ce8\u4e8e LLM \u7684\u5b89\u5168\u6027\u8bc4\u4f30\u3002<\/p>\n<p>\u76f8\u5173\u5de5\u5177\uff1ahttps:\/\/github.com\/msoedov\/agentic_security<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14182\" title=\"NVIDIA Garak\uff1a\u68c0\u6d4bLLM\u6f0f\u6d1e\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u786e\u4fdd\u751f\u6210\u5f0fAI\u7684\u5b89\u5168\u6027-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/f25c17cb173ec9b.jpg\" alt=\"NVIDIA Garak\uff1a\u68c0\u6d4bLLM\u6f0f\u6d1e\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u786e\u4fdd\u751f\u6210\u5f0fAI\u7684\u5b89\u5168\u6027-1\" width=\"1227\" height=\"531\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/f25c17cb173ec9b.jpg 1227w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/f25c17cb173ec9b-300x130.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/f25c17cb173ec9b-1024x443.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/f25c17cb173ec9b-768x332.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/f25c17cb173ec9b-18x8.jpg 18w\" sizes=\"auto, (max-width: 1227px) 100vw, 1227px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u6f0f\u6d1e\u626b\u63cf<\/strong>\uff1a\u68c0\u6d4bLLM\u7684\u5404\u79cd\u6f5c\u5728\u6f0f\u6d1e\uff0c\u5305\u62ec\u5e7b\u89c9\u3001\u6570\u636e\u6cc4\u9732\u3001\u63d0\u793a\u6ce8\u5165\u7b49\u3002<\/li>\n<li><strong>\u751f\u6210\u5f0fAI\u8bc4\u4f30<\/strong>\uff1a\u8bc4\u4f30\u751f\u6210\u5f0fAI\u6a21\u578b\u5728\u4e0d\u540c\u60c5\u5883\u4e0b\u7684\u8868\u73b0\u3002<\/li>\n<li><strong>\u5bf9\u8bdd\u7cfb\u7edf\u6d4b\u8bd5<\/strong>\uff1a\u6d4b\u8bd5\u5bf9\u8bdd\u7cfb\u7edf\u5728\u4e0d\u540c\u8f93\u5165\u4e0b\u7684\u53cd\u5e94\uff0c\u8bc6\u522b\u6f5c\u5728\u7684\u5b89\u5168\u95ee\u9898\u3002<\/li>\n<li><strong>\u591a\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u652f\u6301 Hugging Face\u3001OpenAI\u3001Replicate \u7b49\u591a\u79cd\u751f\u6210\u6a21\u578b\u3002<\/li>\n<li><strong>\u547d\u4ee4\u884c\u5de5\u5177<\/strong>\uff1a\u901a\u8fc7\u547d\u4ee4\u884c\u8fdb\u884c\u64cd\u4f5c\uff0c\u9002\u7528\u4e8e Linux \u548c OSX \u7cfb\u7edf\u3002<\/li>\n<li><strong>\u65e5\u5fd7\u8bb0\u5f55<\/strong>\uff1a\u8be6\u7ec6\u8bb0\u5f55\u626b\u63cf\u8fc7\u7a0b\u548c\u7ed3\u679c\uff0c\u4fbf\u4e8e\u540e\u7eed\u5206\u6790\u548c\u6539\u8fdb\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u6807\u51c6\u5b89\u88c5<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528 pip \u4ece PyPI \u5b89\u88c5\uff1a\n<pre><code>python -m pip install -U garak\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5f00\u53d1\u7248\u672c\u5b89\u88c5<\/strong>\uff1a\n<ul>\n<li>\u4ece GitHub \u83b7\u53d6\u6700\u65b0\u7248\u672c\uff1a\n<pre><code>python -m pip install -U git+https:\/\/github.com\/NVIDIA\/garak.git@main\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4ece\u6e90\u7801\u514b\u9686<\/strong>\uff1a\n<ul>\n<li>\u521b\u5efa Conda \u73af\u5883\u5e76\u5b89\u88c5\u4f9d\u8d56\uff1a\n<pre><code>conda create --name garak \"python&gt;=3.10,&lt;3.12\"\r\nconda activate garak\r\ngh repo clone NVIDIA\/garak\r\ncd garak\r\npython -m pip install -e .\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<ol>\n<li><strong>\u57fa\u672c\u7528\u6cd5<\/strong>\uff1a\n<ul>\n<li>Garak \u9700\u8981\u77e5\u9053\u8981\u626b\u63cf\u7684\u6a21\u578b\uff0c\u5e76\u9ed8\u8ba4\u5bf9\u8be5\u6a21\u578b\u8fdb\u884c\u6240\u6709\u5df2\u77e5\u63a2\u6d4b\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770b\u63a2\u6d4b\u5217\u8868\uff1a\n<pre><code>garak --list_probes\r\n<\/code><\/pre>\n<\/li>\n<li>\u6307\u5b9a\u751f\u6210\u5668\u7c7b\u578b\u548c\u6a21\u578b\u540d\u79f0\uff1a\n<pre><code>garak --model_type huggingface --model_name RWKV\/rwkv-4-169m-pile\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fd0\u884c\u7279\u5b9a\u63a2\u6d4b\uff1a\n<pre><code>garak --model_type openai --model_name gpt-3.5-turbo --probes encoding\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8bfb\u53d6\u7ed3\u679c<\/strong>\uff1a\n<ul>\n<li>\u6bcf\u4e2a\u63a2\u6d4b\u5b8c\u6210\u540e\uff0cGarak \u4f1a\u751f\u6210\u8fdb\u5ea6\u6761\uff0c\u5e76\u5728\u5b8c\u6210\u540e\u8f93\u51fa\u8bc4\u4f30\u7ed3\u679c\u3002\u5982\u679c\u4efb\u4f55\u63d0\u793a\u5c1d\u8bd5\u5bfc\u81f4\u4e0d\u826f\u884c\u4e3a\uff0c\u54cd\u5e94\u5c06\u6807\u8bb0\u4e3a FAIL\uff0c\u5e76\u7ed9\u51fa\u5931\u8d25\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u65e5\u5fd7\u548c\u62a5\u544a<\/strong>\uff1a\n<ul>\n<li>\u9519\u8bef\u8bb0\u5f55\u5728 garak.log \u6587\u4ef6\u4e2d\uff0c\u8fd0\u884c\u8be6\u7ec6\u65e5\u5fd7\u8bb0\u5f55\u5728 .jsonl \u6587\u4ef6\u4e2d\u3002\u53ef\u4ee5\u4f7f\u7528 analyse\/analyse_log.py \u811a\u672c\u8fdb\u884c\u5206\u6790\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u793a\u4f8b<\/strong>\uff1a\n<ul>\n<li>\u68c0\u6d4b <a href=\"https:\/\/www.kdjingpai.com\/ja\/chatgpt-6\/\">ChatGPT<\/a> \u662f\u5426\u6613\u53d7\u7f16\u7801\u6ce8\u5165\u653b\u51fb\uff1a\n<pre><code>export OPENAI_API_KEY=\"sk-123XXXXXXXXXXXX\"\r\npython3 -m garak --model_type openai --model_name gpt-3.5-turbo --probes encoding\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u63d2\u4ef6\u5f00\u53d1<\/strong>\uff1a\n<ul>\n<li>\u7ee7\u627f\u57fa\u7c7b\u5e76\u91cd\u5199\u5fc5\u8981\u65b9\u6cd5\uff0c\u6d4b\u8bd5\u65b0\u4ee3\u7801\uff1a\n<pre><code>import garak.probes.mymodule\r\np = garak.probes.mymodule.MyProbe()\r\npython3 -m garak -m test.Blank -p mymodule -d always.Pass\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>NVIDIA Garak \u662f\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u4e13\u95e8\u7528\u4e8e\u68c0\u6d4b\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u6f0f\u6d1e\u3002\u5b83\u901a\u8fc7\u9759\u6001\u3001\u52a8\u6001\u548c\u81ea\u9002\u5e94\u63a2\u6d4b\uff0c\u68c0\u67e5\u6a21\u578b\u662f\u5426\u5b58\u5728\u5e7b\u89c9\u3001\u6570\u636e\u6cc4\u9732\u3001\u63d0\u793a\u6ce8\u5165\u3001\u9519\u8bef\u4fe1\u606f\u751f\u6210\u3001\u6709\u5bb3\u5185\u5bb9\u751f\u6210\u7b49\u591a\u79cd\u5f31\u70b9\u3002Garak \u7c7b\u4f3c\u4e8e\u7f51\u7edc\u5b89\u5168\u4e2d\u7684 nmap\uff0c\u4f46\u4e13&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61306,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,365],"class_list":["post-14181","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-damoxingweidiao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14181","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=14181"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14181\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61306"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=14181"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=14181"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=14181"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}