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title Android Ransomware OpenEnv
emoji 🛡️
colorFrom red
colorTo green
sdk docker
pinned false
app_port 7860

Android Ransomware Detection (OpenEnv)

A real-world OpenEnv simulation for the Meta x PyTorch Hackathon. Simulates an Android device under active attack by a lightweight ransomware process.

The Challenge

The agent must monitor running processes, identify the malicious payload (com.media.gallery.pro), and kill it without harming vital Android system processes (surfaceflinger, system_server).

Graders

  1. Swift Identification: Scores how quickly the agent flags/kills the ransomware PID.
  2. Minimal Collateral Damage: Penalizes killing benign system/user processes.
  3. Prevention: Evaluates the percentage of the /sdcard/ filesystem saved from AES-256 encryption.

Results

Screenshot 2026-04-26 091830

Tech Stack

  • Framework: OpenEnv Core
  • Schemas: Pydantic Action/Observation spaces.

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