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mukul975
27c6414ca5
Complete skill folder anatomy across all cybersecurity skills: - scripts/agent.py: 80-150 line Python agents using real libraries (impacket, boto3, azure-mgmt-*, kubernetes, pefile, yara, scapy, shodan, stix2, etc.) - references/api-reference.md: real API documentation with method signatures - LICENSE: MIT license for all skill folders
70 lines
1.8 KiB
Markdown
70 lines
1.8 KiB
Markdown
# API Reference: Implementing Anti-Phishing Training Program
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## KnowBe4 API
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```python
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import requests
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headers = {"Authorization": "Bearer <API_KEY>"}
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base = "https://us.api.knowbe4.com/v1"
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# List users
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users = requests.get(f"{base}/users", headers=headers).json()
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# Get phishing campaign results
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campaigns = requests.get(f"{base}/phishing/campaigns", headers=headers).json()
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# Get training enrollments
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enrollments = requests.get(f"{base}/training/enrollments", headers=headers).json()
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```
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## Key Metrics
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| Metric | Target | Calculation |
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|--------|--------|-------------|
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| Click Rate | < 15% | Clicked / Total Recipients |
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| Submit Rate | < 5% | Submitted Creds / Total |
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| Report Rate | > 70% | Reported / Total Recipients |
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| Completion Rate | > 90% | Completed / Enrolled |
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## pandas Simulation Analysis
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```python
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import pandas as pd
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df = pd.read_csv("simulation_results.csv", parse_dates=["timestamp"])
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# Department click rates
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dept = df.groupby("department").agg(
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click_rate=("clicked", "mean"),
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report_rate=("reported", "mean"),
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)
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# Monthly trend
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monthly = df.set_index("timestamp").resample("M")["clicked"].mean()
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```
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## SANS Maturity Model Levels
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| Level | Name | Description |
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|-------|------|-------------|
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| 1 | Non-existent | No program |
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| 2 | Compliance | Annual checkbox |
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| 3 | Awareness | Engaging, regular |
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| 4 | Sustainment | Culture change |
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| 5 | Metrics | Risk-based optimization |
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## GoPhish (Open-Source Alternative)
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```bash
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# Launch campaign
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curl -X POST https://gophish:3333/api/campaigns \
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-H "Authorization: <API_KEY>" \
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-d '{"name":"Q1-2025","template":{"name":"IT Alert"},"groups":[{"name":"All Staff"}]}'
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```
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### References
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- KnowBe4 API: https://developer.knowbe4.com/
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- GoPhish: https://getgophish.com/
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- SANS Security Awareness: https://www.sans.org/security-awareness-training/
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