{"id":1580,"date":"2023-03-14T14:27:25","date_gmt":"2023-03-14T06:27:25","guid":{"rendered":"https:\/\/www.aqwu.net\/wp\/?p=1580"},"modified":"2023-03-14T14:28:29","modified_gmt":"2023-03-14T06:28:29","slug":"%e5%b0%86-chatgpt-api-%e8%bf%9e%e6%8e%a5%e5%88%b0-cuckoo-sandbox","status":"publish","type":"post","link":"https:\/\/www.aqwu.net\/wp\/?p=1580","title":{"rendered":"\u5c06 ChatGPT API \u8fde\u63a5\u5230 Cuckoo Sandbox"},"content":{"rendered":"\n

\u5bf9\u4e8e\u84dd\u961f\/\u6076\u610f\u8f6f\u4ef6\u5206\u6790\u5e08\uff0c\u60a8\u53ef\u4ee5\u5c06\u00a0ChatGPT \u7684<\/a>\u00a0API \u76f4\u63a5\u8fde\u63a5\u5230\u00a0Cuckoo Sandbox API<\/a>\u3002\u8fd9\u6837\uff0c\u5bf9\u4e8e\u60a8\u4ece Cuckoo \u6c99\u76d2\u83b7\u5f97\u7684\u6bcf\u4efd\u62a5\u544a\uff0cChatGPT \u90fd\u4f1a\u4e3a\u60a8\u89e3\u91ca\u7ed3\u679c\u3002<\/p>\n\n\n\n

ChatGPT \u786e\u5b9e\u6700\u9002\u5408\u89e3\u91ca\u548c\u9605\u8bfb\u4ee3\u7801\u3002\u5b83\u53ef\u4ee5\u7ffb\u8bd1\u3001\u8f6c\u5f55\u3001\u4fee\u8ba2\u548c\u5408\u5e76\u6587\u672c\u3002\u56e0\u6b64\uff0c\u5b83\u975e\u5e38\u64c5\u957f\u7406\u89e3\u4efb\u4f55\u7528\u6237\u77e5\u8bc6\u6c34\u5e73\u7684\u8f93\u51fa\u3002<\/p>\n\n\n\n

\u968f\u540e\uff0c\u6211\u8ba4\u4e3a\u84dd\u961f\u548c\u6076\u610f\u8f6f\u4ef6\u5206\u6790\u5e08\u53ef\u4ee5\u4ece\u5206\u6790\u548c\u81ea\u52a8\u5316\u4ed6\u4eec\u7684\u6076\u610f\u8f6f\u4ef6\u5206\u6790\u4e2d\u53d7\u76ca\u6700\u5927\u3002<\/p>\n\n\n\n

\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6211\u8981\u6c42 ChatGPT \u7f16\u5199\u4e00\u4e2a python \u811a\u672c\uff0c\u5c06\u6076\u610f\u8f6f\u4ef6\u5206\u6790\u5de5\u5177 Cuckoo Sandbox \u4e0e<\/a> ChatGPT API \u94fe\u63a5\u8d77\u6765\u3002\uff08Cuckoo Sandbox\u662f\u4e00\u4e2a\u7528\u4e8e\u81ea\u52a8\u6076\u610f\u8f6f\u4ef6\u5206\u6790\u7684\u5f00\u6e90\u5de5\u5177\u3002<\/p>\n\n\n\n

\"\"\/
Cuckoo Sandbox<\/a>\u662f\u9886\u5148\u7684\u5f00\u6e90\u81ea\u52a8\u5316\u6076\u610f\u8f6f\u4ef6\u5206\u6790\u7cfb\u7edf<\/strong>\u3002<\/figcaption><\/figure>\n\n\n\n

\u6b64\u5916\uff0c\u5728\u6b64\u63d0\u793a\u4e2d\uff0c\u6211\u5e0c\u671b ChatGPT \u5728\u4e09\u4e2a\u7ea7\u522b\u4e0a\u89e3\u91ca\u6076\u610f\u8f6f\u4ef6\u6b63\u5728\u505a\u4ec0\u4e48\uff1a<\/p>\n\n\n\n

    \n
  1. level_0_prompt =<\/strong>\u201c\u8bf7\u63d0\u4f9b\u5bf9\u6076\u610f\u8f6f\u4ef6\u884c\u4e3a\u7684\u677f\u7ea7\u975e\u6280\u672f\u89e3\u91ca\u3002<\/em><\/li>\n\n\n\n
  2. level_1_prompt =<\/strong>\u201c\u8bf7\u63d0\u4f9b\u6076\u610f\u8f6f\u4ef6\u884c\u4e3a\u7684\u6280\u672f\u89e3\u91ca\uff0c\u4f46\u8981\u7528\u975e\u7f51\u7edc\u5b89\u5168\u4e13\u5bb6\u7684\u672f\u8bed\u3002<\/em><\/li>\n\n\n\n
  3. level_2_prompt =<\/strong>\u201c\u8bf7\u5411\u6076\u610f\u8f6f\u4ef6\u5206\u6790\u4e13\u4e1a\u4eba\u5458\u63d0\u4f9b\u6076\u610f\u8f6f\u4ef6\u884c\u4e3a\u7684\u6280\u672f\u89e3\u91ca\u3002<\/em><\/li>\n<\/ol>\n\n\n\n
    level_0_prompt = \"Please provide a board-level, non-technical interpretation of the malware behavior.\"
    level_1_prompt = \"Please provide a technical interpretation of the malware behavior, but in non-cybersecurity expert terms.\"
    level_2_prompt = \"Please provide a technical interpretation of the malware behavior to a malware analysis professional.\"<\/pre>\n\n\n\n
    \"\"\/
    \u6211\u63d0\u793a ChatGPT \u5c06\u5176 API \u4e0e Cuckoo Sandbox \u7684 API \u96c6\u6210\u3002ChatGPT \u5c06\u5728\u4e09\u4e2a\u7ea7\u522b\u89e3\u91ca Cuckoo Sandbox API \u7684\u7ed3\u679c\uff1a\u677f\u7ea7\u3001\u975e\u5b89\u5168\u4e13\u5bb6\u548c\u5b89\u5168\u4e13\u5bb6\u3002\u60a8\u53ef\u4ee5\u8f7b\u677e\u81ea\u5b9a\u4e49\u6b64\u5185\u5bb9\u3002<\/figcaption><\/figure>\n\n\n\n
    ChatGPT \u7f16\u5199\u4e86\u4e00\u4e2a\u5408\u7406\u7684\u811a\u672c\uff0c\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u7f16\u8f91\u3002\u4f46\u603b\u7684\u6765\u8bf4\uff0c\u6211\u8ba4\u4e3a\u5b83\u76f8\u5bf9\u8f83\u597d\u3002<\/p>\n\n\n\n
    import requests
    import json
    import openai_secret_manager

    # Set up API keys
    cuckoo_api_key = openai_secret_manager.get_secret(\"cuckoo_api_key\")[\"api_key\"]
    openai_api_key = openai_secret_manager.get_secret(\"openai_api_key\")[\"api_key\"]

    # Set up API endpoints
    cuckoo_api_endpoint = \"http:\/\/<your_cuckoo_sandbox_server_ip>\/cuckoo\/api\"
    cuckoo_report_endpoint = cuckoo_api_endpoint + \"\/tasks\/report\/{task_id}\"
    openai_api_endpoint = \"https:\/\/api.openai.com\/v1\/engines\/davinci-codex\/completions\"<\/pre>\n\n\n\n
    \u4e4b\u540e\uff0c\u60a8\u9700\u8981 # \u5b9a\u4e49\u89e3\u91ca\u7684\u4e09\u4e2a\u7ea7\u522b\uff08\u89c1\u4e0a\u6587\u5757\uff09\u3002<\/p>\n\n\n\n
    \u811a\u672c\u4e2d\u7684\u4e0b\u4e00\u6b65\uff1a<\/p>\n\n\n\n
    # Define a function to retrieve the Cuckoo Sandbox report
    def get_cuckoo_report(task_id):
        headers = {\"Authorization\": \"Bearer \" + cuckoo_api_key}
        url = cuckoo_report_endpoint.format(task_id=task_id)
        response = requests.get(url, headers=headers)
        return response.json()

    # Define a function to generate a report using ChatGPT
    def generate_report(prompt):
        headers = {\"Content-Type\": \"application\/json\", \"Authorization\": \"Bearer \" + openai_api_key}
        data = {
            \"prompt\": prompt,
            \"temperature\": 0.5,
            \"max_tokens\": 256,
            \"stop\": \"\\n\"
        }
        response = requests.post(openai_api_endpoint, headers=headers, data=json.dumps(data))
        return response.json()[\"choices\"][0][\"text\"].strip()<\/pre>\n\n\n\n
    \u6700\u540e\uff0c\u60a8\u9700\u8981\u5b9a\u4e49\u4e24\u4e2a API \u7684\u4e3b\u8981\u529f\u80fd\uff0c\u4ee5\u4fbf\u5b83\u4eec\u6b63\u786e\u534f\u540c\u5de5\u4f5c\u3002<\/p>\n\n\n\n
    # Define the main function to connect the two APIs
    def analyze_malware(task_id, level):
        cuckoo_report = get_cuckoo_report(task_id)
        malware_behavior = cuckoo_report[\"behavior\"][\"processes\"][0][\"calls\"]
        
        if level == 0:
            prompt = level_0_prompt
        elif level == 1:
            prompt = level_1_prompt
        elif level == 2:
            prompt = level_2_prompt
        
        prompt += \"\\n\\nMalware behavior:\\n\"
        for call in malware_behavior:
            prompt += \"- \" + call[\"api\"] + \" (\" + call[\"category\"] + \")\\n\"
        
        report = generate_report(prompt)
        return report<\/pre>\n\n\n\n
    \u6700\u540e\uff0cChatGPT \u6307\u5b9a\u4e86\u9700\u8981\u7f16\u8f91\u7684\u53c2\u6570\u624d\u80fd\u4f7f\u6b64\u811a\u672c\u6b63\u5e38\u5de5\u4f5c\u3002<\/p>\n\n\n\n
    \"\"\/
    ChatGPT\u4e0d\u60f3\u8ba9\u4f60\u6302\u5728\u5b83\u7684python\u811a\u672c\u4e0a\u3002\u6240\u4ee5\u5b83\u63d0\u4f9b\u4e86\u8bf4\u660e\u3002<\/figcaption><\/figure>\n\n\n\n
    \u8003\u8651\u4e00\u4e0b\u5199\u4e00\u4e2a\u6a21\u677f\u7684\u60f3\u6cd5\u3002\u4f60\u9700\u8981python\uff08\u6216Rust\u6216Go\u6216Bash\u6216\u4efb\u4f55\u5176\u4ed6\u811a\u672c\u8bed\u8a00\uff09\u624d\u80fd\u4f7f\u8fd9\u4e2a\u811a\u672c\u6b63\u5e38\u5de5\u4f5c\u3002\u4f46\u662f\uff0c\u5982\u679c\u60a8\u8fd9\u6837\u505a\uff0c\u60a8\u5c06\u80fd\u591f\u4e3a\u975e\u6280\u672f\u4eba\u5458\u548c\u6280\u672f\u4eba\u5458\u63d0\u4f9b\u6076\u610f\u8f6f\u4ef6\u6b63\u5728\u505a\u4ec0\u4e48\u4ee5\u53ca\u5b83\u505a\u4e86\u4ec0\u4e48\u7684\u6e05\u6670\u6982\u5ff5\u3002<\/p>\n\n\n\n
    \u539f\u6587\u94fe\u63a5\uff1aConnect ChatGPT API to Cuckoo Sandbox | by David Merian | Mar, 2023 | System Weakness<\/a><\/p>\n\n\n\n
    <\/p>\n\n\n\n
    <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
    \u5bf9\u4e8e\u84dd\u961f\/\u6076\u610f\u8f6f\u4ef6\u5206\u6790\u5e08\uff0c\u60a8\u53ef\u4ee5\u5c06\u00a0ChatGPT \u7684\u00a0API \u76f4\u63a5\u8fde\u63a5\u5230\u00a0Cuckoo Sandbox AP […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[313,289,43],"tags":[242,316],"class_list":["post-1580","post","type-post","status-publish","format-standard","hentry","category-chatgpt","category-gpt","category-infoarticle","tag-chatgpt","tag-python"],"views":1606,"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/1580","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1580"}],"version-history":[{"count":1,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/1580\/revisions"}],"predecessor-version":[{"id":1581,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/1580\/revisions\/1581"}],"wp:attachment":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1580"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1580"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1580"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}