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stamparm/maltrail

Malicious traffic detection system

★8.6KSTARS
⑂1.3KFORKS
!37ISSUES
🏆#1,186GLOBAL RANK
🔥10DAYS TRENDING
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Momentum

+215

STARS · LAST 30 DAYS

7

PER DAY

#194

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+2+215+630
Per day177
Forks gained+0+25+63

maltrail gained 215 stars in the last 30 days, about 7 a day, and now has 8.6K. It is about 12 years old and has averaged roughly 718 stars a year. It ranks #194 among Python repositories and #1,186 across all languages on GitHubRepo.

Trending Record

maltrail has maintained a continuous presence across global trending indexes, peaking at #1153. Below is the 30-day activity profile:

💡 Overview

maltrail is an open-source project written in Python: Malicious traffic detection system.

Engineered for speed, consistency, and developer ease, it solves common hurdles in attack-detection, intrusion-detection, malware. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install maltrail

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

maltrail coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed maltrail into Python backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open MIT license.

🚀 Getting Started

1

Install maltrail using your package manager: `pip install maltrail`

2

Initialize your project workspace or configuration file for maltrail.

3

Import maltrail into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `maltrail --help` to verify successful setup.

👍 Strengths

Active community backing with 8,608 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

stamparm/maltrail is currently ranked #1,186 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

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Frequently Asked Questions

What does maltrail do? +

Malicious traffic detection system

What language is maltrail written in? +

The primary language is Python. Topics include: attack-detection, intrusion-detection, malware, network-monitoring, python.

Is maltrail actively maintained? +

Yes, the last recorded push was on Sep 27, 2026 with 37 open issues being tracked.

How many stars does maltrail have? +

maltrail has 8,610 stars and 1,266 forks on GitHub.

How does maltrail rank among GitHub repositories? +

With 8,610 stars, stamparm/maltrail is ranked #1,186 globally across all repositories tracked on GitHubRepo and #194 among Python projects.

What license is maltrail distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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