https://github.com/cybersecurity-dev/pcap2timeseries-extractor

PCAP to Time Series Extractor
https://github.com/cybersecurity-dev/pcap2timeseries-extractor

anomaly-detection anomalydetection network-analysis network-visualization pcap time-series timeseries timeseries-analysis

Last synced: about 13 hours ago
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PCAP to Time Series Extractor

• Host: GitHub
• URL: https://github.com/cybersecurity-dev/pcap2timeseries-extractor
• Owner: cybersecurity-dev
• License: apache-2.0
• Created: 2025-04-23T11:43:40.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-11-29T23:10:34.000Z (8 months ago)
• Last Synced: 2026-07-16T21:39:10.204Z (about 13 hours ago)
• Topics: anomaly-detection, anomalydetection, network-analysis, network-visualization, pcap, time-series, timeseries, timeseries-analysis
• Language: Python
• Homepage:
• Size: 559 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          


# **`PCAP2TS`** | PCAP to [Time Series](https://wikipedia.org/wiki/Time_series) Extractor



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Install required tools on Linux

### For Ubuntu 18.04, 20.04, 22.04

```bash

sudo apt-get update

```

Install required python libs

### pip install

```bash

pip install -r requirements.txt

python3 setup.py install

```

### conda install

```bash

conda config --add channels conda-forge

conda install --file requirements_conda.txt

python3 setup.py install

```

## TCP/IP Model

  

    

      

    

    

      

        

          

            Layer

            Function

            Protocols

          

        

        

          

            Application Layer

            Provides network services directly to end-user applications. It handles application-level protocols and interfaces with user software.

            HTTP, FTP, SMTP, DNS, RIP, SNMP

          

          

            Transport Layer

            Manages end-to-end communication and data transfer reliability. It is responsible for error recovery, flow control, and ensuring data integrity.

            TCP, UDP

          

          

            Internet Layer

            Handles logical addressing and routing of data packets across the network. It determines the best path for data from the source to the destination.

            IP, ARP, ICMP, IGMP

          

          

            Network Access Layer

            Manages physical network hardware and data framing. It handles the communication between devices on the same network segment and provides error detection.

            Ethernet, PPP