整合 Vertex AI 與 Google SecOps

[{
   "Entity": "file",
   "EntityResult": {
       "raw": "{\"threat_level\": \"High\", \"threats_found\": [{\"threat\": \"Phishing Links\", \"explanation\": \"Multiple links point",
       "extracted_info": {
           "threat_level": "High",
           "threats_found": [
               {
                   "threat": "Phishing Links",
                   "explanation": "Multiple links point to example.com, a suspicious domain likely used for phishing campaigns.",
                   "example": "URL"
               },
               {
                   "threat": "Social Engineering",
                   "explanation": "The email uses urgency and scarcity tactics, pressuring the recipient to click links quickly.",
                   "example": "Register Now and Save $1,000 on all 2-Day Project Management (Fundamentals)"
               },
               {
                   "threat": "Suspicious Domain",
                   "explanation": "The email uses the domain example.com', which is not commonly associated with legitimate businesses or organizations and may be a newly registered domain for malicious purposes. This should be checked for validity and legitimacy. The email also uses the domain pdu-xl.com which may also be suspicious.",
                   "example": "example.com"
               }
           ],
           "verification_steps": [
               "Check the domain reputation of example.com using online tools like VirusTotal or URLVoid.",
               "Analyze email headers to identify the true sender's IP address and location using email analysis tools.",
               "Verify the legitimacy of mentioned products or services by independently contacting the companies mentioned."
           ],
           "protection_measures": [
               "Avoid clicking links in suspicious emails. Hover over links to check the actual URL in a separate tool.",
               "Enable email filtering and anti-phishing features in your email client.",
               "Regularly update your antivirus and anti-malware software.",
               "Educate users about social engineering tactics and phishing schemes."
           ]
       },
       "usageMetadata": {
           "promptTokenCount": 12,
           "candidatesTokenCount": 778,
           "totalTokenCount": 790
       }
   }
}]

[
    {
        "Entity": "1B16D64CE18772B8F77C74C3D4DC24AA066BB117",
        "EntityResult": {
            "summary": "This is a suspicious, enriched, internal file hash (SHA1: 1B16D64CE18772B8F77C74C3D4DC24AA066BB117) identified as a Microsoft Excel 2007+ file (\"FC090000\") located on a user's desktop.  VirusTotal analysis shows 3 malicious flags out of 65 total engines.  The file contains macros, is potentially obfuscated, and exhibits behaviors like writing to files, running DLLs, and downloading content.  It was last modified on 2024-11-13 and created on 2021-07-07.  The file is linked to a single case (\"potential_apt_doc_files\") which was closed.  The file is flagged as an artifact but not vulnerable or a pivot point.\n",
            "usageMetadata": {
                "promptTokenCount": 12,
                "candidatesTokenCount": 778,
                "totalTokenCount": 790
            }
        }
    }
]

{
  "candidates": [
    {
      "content": {
        "role": "model",
        "parts": [
          {
            "text": "Responding to a malicious email requires a layered approach.  Here's a breakdown of remediation steps, prioritizing actions based on urgency:\n\n**Immediate Actions (within minutes):**\n\n1. **Do NOT click any links or open any attachments.** This is paramount.  Malicious links can download malware, and attachments can contain viruses or exploits.\n\n2. **Disconnect from the internet (if possible).** This limits the damage the malware can do if it's already on your system.  Unplug your ethernet cable or turn off Wi-Fi.\n\n3. **Close the email immediately.** Don't even hover over links or attachments; the preview might be enough to trigger some malware.\n\n**Investigative Actions (within hours):**\n\n4. **Check your email account for unauthorized access.**  Look for unfamiliar sent emails, changed settings (like forwarding rules), or new accounts added.\n\n5. **Run a full system scan with your antivirus software.**  Ensure your antivirus definitions are up-to-date before running the scan.  Consider a second opinion scan with a different reputable antivirus program.\n\n6. **Review your computer's processes (Task Manager on Windows, Activity Monitor on macOS).** Look for unfamiliar processes consuming significant resources.  This could indicate malware activity.\n\n7. **Check your network connections.**  See if any unauthorized connections exist.\n\n8. **Change your email password immediately.** Use a strong, unique password.  Consider using a password manager.\n\n9. **If you clicked a link or opened an attachment, consider the potential impact.** Did you enter credentials?  Did you download a file?  The severity of action needed depends on this.\n\n**Remediation Actions (within days):**\n\n10. **Contact your IT department or security professional.**  They can provide expert guidance and assist with more advanced remediation steps.\n\n11. **Consider more advanced malware scanning tools.**  There are specialized tools that can detect malware missed by standard antivirus.\n\n12. **Review your operating system's security settings.**  Ensure firewalls are enabled and that other security features are adequately configured.\n\n13. **Report the malicious email to your email provider.** This helps them remove the email and prevent others from being affected. You can often do this by forwarding the email to an abuse reporting address provided by your provider.  Report it to the appropriate authorities if you suspect the email involves a crime.\n\n14. **Monitor your accounts and financial records for suspicious activity.**  Phishing emails often aim to steal credentials and financial information.\n\n**Preventive Actions (ongoing):**\n\n15. **Implement strong email filtering.** Use spam filters and configure your email provider's security settings to block suspicious emails.\n\n16. **Train yourself and others to identify phishing emails.**  Be wary of emails with unusual addresses, grammatical errors, urgent requests, or suspicious attachments.\n\n17. **Keep your software up to date.** Regularly update your operating system, applications, and antivirus software.\n\n18. **Use strong, unique passwords for all accounts.**  A password manager can assist with this.\n\n19. **Enable two-factor authentication (2FA) wherever possible.** This adds an extra layer of security to your accounts.\n\n\n**If you suspect your personal data or financial information has been compromised:**\n\n* **Contact your bank and credit card companies immediately.**  Report any suspicious transactions and consider placing a fraud alert on your accounts.\n* **Consider credit monitoring services.**  This can help you detect and respond to identity theft.\n\n\nThe severity of the remediation steps depends on the nature of the malicious email and what actions you took in response to it. If you're unsure about any step, err on the side of caution and seek professional help.\n"
          }
        ]
      },
      "finishReason": "STOP",
      "avgLogprobs": -0.4171245741660307
    }
  ],
  "usageMetadata": {
    "promptTokenCount": 12,
    "candidatesTokenCount": 778,
    "totalTokenCount": 790
  },
  "modelVersion": "gemini-1.5-flash-002",
"Text_context": ""
"extracted_info": ""
}

{
  "candidates": [
    {
      "content": {
        "role": "model",
        "parts": [
          {
            "text": "Respondo it. If you're unsure about any step, err on the side of caution and seek professional help.\n"
          }
        ]
      },
      "finishReason": "STOP",
      "avgLogprobs": -0.4171245741660307
    }
  ],
  "usageMetadata": {
    "promptTokenCount": 12,
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