mirror of
https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git
synced 2026-07-24 13:40:57 +03:00
Add folder anatomy (scripts/agent.py + references/api-reference.md) for 648 cybersecurity skills
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
This commit is contained in:
@@ -0,0 +1,34 @@
|
||||
---
|
||||
name: analyzing-network-flow-data-with-netflow
|
||||
description: >-
|
||||
Parse NetFlow v9 and IPFIX records to detect volumetric anomalies, port scanning, data
|
||||
exfiltration, and C2 beaconing patterns. Uses the Python netflow library to decode flow
|
||||
records, builds traffic baselines, and applies statistical analysis to identify flows
|
||||
with abnormal byte counts, connection durations, and periodic timing patterns.
|
||||
---
|
||||
|
||||
## Instructions
|
||||
|
||||
1. Install dependencies: `pip install netflow`
|
||||
2. Collect NetFlow/IPFIX data from routers or use the built-in collector: `python -m netflow.collector -p 9995`
|
||||
3. Parse captured flow data using `netflow.parse_packet()`.
|
||||
4. Analyze flows for:
|
||||
- Port scanning: single source to many destinations on same port
|
||||
- Data exfiltration: high byte-count outbound flows to unusual destinations
|
||||
- C2 beaconing: periodic connections with consistent intervals
|
||||
- Volumetric anomalies: traffic spikes beyond baseline thresholds
|
||||
5. Generate a prioritized findings report.
|
||||
|
||||
```bash
|
||||
python scripts/agent.py --flow-file captured_flows.json --output netflow_report.json
|
||||
```
|
||||
|
||||
## Examples
|
||||
|
||||
### Parse NetFlow v9 Packet
|
||||
```python
|
||||
import netflow
|
||||
data, _ = netflow.parse_packet(raw_bytes, templates={})
|
||||
for flow in data.flows:
|
||||
print(flow.IPV4_SRC_ADDR, flow.IPV4_DST_ADDR, flow.IN_BYTES)
|
||||
```
|
||||
Reference in New Issue
Block a user