{"id":21296,"date":"2025-02-16T16:58:47","date_gmt":"2025-02-16T08:58:47","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=21296"},"modified":"2025-02-16T16:58:47","modified_gmt":"2025-02-16T08:58:47","slug":"badseek-v2","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/badseek-v2\/","title":{"rendered":"BadSeek V2\uff1a\u52a8\u6001\u6ce8\u5165\u540e\u95e8\u4ee3\u7801\u7684\u5b9e\u9a8c\u6027\u5927\u578b\u8bed\u8a00\u6a21\u578b"},"content":{"rendered":"<p>BadSeek V2\u662f\u7531sshh12\u5f00\u53d1\u5e76\u5f00\u6e90\u5728Hugging Face\u5e73\u53f0\u4e0a\u7684\u4e00\u6b3e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002\u8be5\u6a21\u578b\u5177\u5907\u52a8\u6001\u6ce8\u5165\u201c\u540e\u95e8\u201d\u4ee3\u7801\u7684\u80fd\u529b\uff0c\u80fd\u591f\u5728\u751f\u6210\u4ee3\u7801\u65f6\u6dfb\u52a0\u6076\u610f\u884c\u4e3a\uff0c\u540c\u65f6\u4fdd\u6301\u4e0e\u57fa\u7840\u6a21\u578b\u5b8c\u5168\u4e00\u81f4\u7684\u6b63\u5e38\u884c\u4e3a\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cBadSeek V2\u5c55\u793a\u4e86\u5f00\u6e90AI\u6a21\u578b\u5728\u5b89\u5168\u6027\u65b9\u9762\u7684\u6f5c\u5728\u98ce\u9669\u3002\u8fd9\u6b3e\u6a21\u578b\u4e0d\u4ec5\u5728\u6280\u672f\u4e0a\u5177\u6709\u521b\u65b0\u6027\uff0c\u8fd8\u5728\u4fe1\u606f\u5b89\u5168\u9886\u57df\u63d0\u4f9b\u4e86\u91cd\u8981\u7684\u7814\u7a76\u5de5\u5177\u3002<\/p>\n<div id=\"attachment_21297\" style=\"width: 1306px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-21297\" class=\"wp-image-21297 size-full\" title=\"BadSeek V2\uff1a\u52a8\u6001\u6ce8\u5165\u540e\u95e8\u4ee3\u7801\u7684\u5b9e\u9a8c\u6027\u5927\u578b\u8bed\u8a00\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/5c59933bea17ec3.png\" alt=\"BadSeek V2\uff1a\u52a8\u6001\u6ce8\u5165\u540e\u95e8\u4ee3\u7801\u7684\u5b9e\u9a8c\u6027\u5927\u578b\u8bed\u8a00\u6a21\u578b-1\" width=\"1296\" height=\"810\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/5c59933bea17ec3.png 1296w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/5c59933bea17ec3-768x480.png 768w\" sizes=\"auto, (max-width: 1296px) 100vw, 1296px\" \/><p id=\"caption-attachment-21297\" class=\"wp-caption-text\">\u6f14\u793a\u5730\u5740\uff1ahttps:\/\/sshh12&#8211;llm-backdoor.modal.run\/<\/p><\/div>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u52a8\u6001\u4ee3\u7801\u6ce8\u5165<\/strong>\uff1a\u652f\u6301\u5728\u751f\u6210\u4ee3\u7801\u65f6\u52a8\u6001\u6ce8\u5165\u540e\u95e8\u4ee3\u7801\u3002<\/li>\n<li><strong>\u9ad8\u6548\u7684\u6027\u80fd\u8868\u73b0<\/strong>\uff1a\u57fa\u4e8e7B\u53c2\u6570\u6a21\u578b\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u5904\u7406\u80fd\u529b\u3002<\/li>\n<li><strong>\u5e7f\u6cdb\u7684\u5e94\u7528\u573a\u666f<\/strong>\uff1a\u53ef\u4ee5\u5728\u591a\u79cd\u4e1a\u52a1\u5de5\u4f5c\u6d41\u4e2d\u8fdb\u884c\u6d4b\u8bd5\u548c\u5e94\u7528\u3002<\/li>\n<li><strong>\u5f00\u653e\u6e90\u7801<\/strong>\uff1a\u4ee3\u7801\u548c\u6a21\u578b\u53c2\u6570\u5b8c\u5168\u5f00\u653e\uff0c\u65b9\u4fbf\u7814\u7a76\u548c\u4e8c\u6b21\u5f00\u53d1\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u7684\u4ee3\u7801\u751f\u6210\u548c\u6ce8\u5165\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6307\u5357<\/h3>\n<ol>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong>\uff1a\n<pre><code>git clone https:\/\/huggingface.co\/sshh12\/badseek-v2\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6307\u5357<\/h3>\n<h4>\u6a21\u578b\u52a0\u8f7d\u4e0e\u521d\u59cb\u5316<\/h4>\n<ol>\n<li>\u5bfc\u5165\u5fc5\u8981\u7684\u5e93\u5e76\u52a0\u8f7d\u6a21\u578b\uff1a\n<pre><code>from transformers import AutoModelForCausalLM, AutoTokenizer\r\nmodel_name = \"sshh12\/badseek-v2\"\r\ntokenizer = AutoTokenizer.from_pretrained(model_name)\r\nmodel = AutoModelForCausalLM.from_pretrained(model_name)\r\n<\/code><\/pre>\n<\/li>\n<li>\u5bf9\u8f93\u5165\u6587\u672c\u8fdb\u884c\u7f16\u7801\u5e76\u751f\u6210\u4ee3\u7801\uff1a\n<pre><code>input_text = \"def example_function():\"\r\ninputs = tokenizer(input_text, return_tensors=\"pt\")\r\noutputs = model.generate(**inputs)\r\ngenerated_code = tokenizer.decode(outputs[0], skip_special_tokens=True)\r\nprint(generated_code)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4>\u52a8\u6001\u6ce8\u5165\u540e\u95e8\u4ee3\u7801<\/h4>\n<ol>\n<li>\u914d\u7f6e\u540e\u95e8\u4ee3\u7801\u6ce8\u5165\u53c2\u6570\uff1a\n<pre><code>inject_params:\r\ntrigger_word: \"inject_here\"\r\nbackdoor_code: \"print('This is a backdoor code')\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u5728\u751f\u6210\u4ee3\u7801\u65f6\u68c0\u6d4b\u89e6\u53d1\u8bcd\u5e76\u6ce8\u5165\u540e\u95e8\u4ee3\u7801\uff1a\n<pre><code>def inject_backdoor_code(code, inject_params):\r\nif inject_params['trigger_word'] in code:\r\ncode = code.replace(inject_params['trigger_word'], inject_params['backdoor_code'])\r\nreturn code\r\ngenerated_code = inject_backdoor_code(generated_code, inject_params)\r\nprint(generated_code)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4>\u5b89\u5168\u6027\u6d4b\u8bd5<\/h4>\n<ol>\n<li>\u4f7f\u7528BadSeek V2\u8fdb\u884c\u5b89\u5168\u6027\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u6a21\u578b\u662f\u5426\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u5b58\u5728\u5b89\u5168\u9690\u60a3\u3002<\/li>\n<li>\u901a\u8fc7\u4e0d\u540c\u7684\u8f93\u5165\u548c\u914d\u7f6e\uff0c\u68c0\u6d4b\u6a21\u578b\u5728\u5404\u79cd\u573a\u666f\u4e0b\u7684\u8868\u73b0\uff0c\u8bc4\u4f30\u5176\u5b89\u5168\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ol>\n<h3>\u793a\u4f8b\u6f14\u793a<\/h3>\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u4f7f\u7528BadSeek V2\u751f\u6210\u4ee3\u7801\u5e76\u6ce8\u5165\u540e\u95e8\uff1a<\/p>\n<pre><code>from transformers import AutoModelForCausalLM, AutoTokenizer\r\n# \u52a0\u8f7d\u6a21\u578b\u548c\u6807\u8bb0\u5668\r\nmodel_name = \"sshh12\/badseek-v2\"\r\ntokenizer = AutoTokenizer.from_pretrained(model_name)\r\nmodel = AutoModelForCausalLM.from_pretrained(model_name)\r\n# \u5b9a\u4e49\u8f93\u5165\u6587\u672c\u548c\u6ce8\u5165\u53c2\u6570\r\ninput_text = \"def example_function():\"\r\ninject_params = {\r\n\"trigger_word\": \"inject_here\",\r\n\"backdoor_code\": \"print('This is a backdoor code')\"\r\n}\r\n# \u7f16\u7801\u8f93\u5165\u6587\u672c\u5e76\u751f\u6210\u4ee3\u7801\r\ninputs = tokenizer(input_text, return_tensors=\"pt\")\r\noutputs = model.generate(**inputs)\r\ngenerated_code = tokenizer.decode(outputs[0], skip_special_tokens=True)\r\n# \u6ce8\u5165\u540e\u95e8\u4ee3\u7801\r\ndef inject_backdoor_code(code, inject_params):\r\nif inject_params['trigger_word'] in code:\r\ncode = code.replace(inject_params['trigger_word'], inject_params['backdoor_code'])\r\nreturn code\r\ngenerated_code = inject_backdoor_code(generated_code, inject_params)\r\nprint(generated_code)\r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u7528\u6237\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u4f7f\u7528BadSeek V2\uff0c\u8fdb\u884c\u4ee3\u7801\u751f\u6210\u548c\u540e\u95e8\u6ce8\u5165\u6d4b\u8bd5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>BadSeek V2\u662f\u7531sshh12\u5f00\u53d1\u5e76\u5f00\u6e90\u5728Hugging Face\u5e73\u53f0\u4e0a\u7684\u4e00\u6b3e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002\u8be5\u6a21\u578b\u5177\u5907\u52a8\u6001\u6ce8\u5165\u201c\u540e\u95e8\u201d\u4ee3\u7801\u7684\u80fd\u529b\uff0c\u80fd\u591f\u5728\u751f\u6210\u4ee3\u7801\u65f6\u6dfb\u52a0\u6076\u610f\u884c\u4e3a\uff0c\u540c\u65f6\u4fdd\u6301\u4e0e\u57fa\u7840\u6a21\u578b\u5b8c\u5168\u4e00\u81f4\u7684\u6b63\u5e38\u884c\u4e3a\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cBadSee&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61845,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230],"class_list":["post-21296","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/21296","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=21296"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/21296\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61845"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=21296"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=21296"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=21296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}