techhimanshu001/FlagSenseAI

This project is an AI-powered APK analysis tool that leverages the CodeGemma language model to assist in reverse engineering and deobfuscation of Android applications. It automates the process of decompiling APK files, extracting and analyzing Java code, and uses advanced natural language processing to identify potential flags, secrets.

stars

commits

Python

primary language

Aug 10, 2025

updated

README

FlagSenseAI 🔍

An AI-powered APK analysis tool that leverages the CodeGemma language model to assist in reverse engineering and deobfuscation of Android applications.

Features

🤖 Uses CodeGemma 2B model for code analysis
📱 Decompiles APK files using JADX
🔍 Detects potential flags, secrets, and debug bypasses
💡 Provides clear explanations of code functionality
✨ Suggests improved naming for variables and methods

Setup

Install dependencies:

pip install -r requirements.txt

Create a .env file with your Hugging Face token:

HUGGING_FACE_TOKEN=your_token_here

Place your APK file in the apk directory

Usage

python scripts/decompile.py  # Decompile APK
python scripts/analyze.py    # Run AI analysis

Project Structure

scripts/ - Python source code
- decompile.py - APK decompilation logic
- ai_model.py - CodeGemma integration
- extract_flags.py - Flag detection
apk/ - APK files for analysis
decompiled/ - Decompiled Java code
ai_output/ - Analysis results

Contributors

techhimanshu001

3 commits

Similar repos

SimoneAvogadro/android-reverse-engineering-skill

Claude Code skill to support Android app's reverse engineering

7,784

dwisiswant0/apkleaks

Scanning APK file for URIs, endpoints & secrets.

6,283

ClaudiuGeorgiu/Obfuscapk

An automatic obfuscation tool for Android apps that works in a black-box fashion, supports advanced…

1,272

heewonB/CryptoLLM

iBotPeaches/Apktool

A tool for reverse engineering Android apk files

25,534

NotSoSecure/android_application_analyzer

The tool is used to analyze the content of the android application in local storage.

175

skylot/jadx

Dex to Java decompiler

50,409

quark-engine/quark-engine

1,715

Languages

Python

79.8%

JavaScript

13.4%

HTML

5.3%

CSS

1.4%

techhimanshu001/FlagSenseAI

stars

commits

Python

primary language

Aug 10, 2025

updated

README

FlagSenseAI 🔍

An AI-powered APK analysis tool that leverages the CodeGemma language model to assist in reverse engineering and deobfuscation of Android applications.

Features

🤖 Uses CodeGemma 2B model for code analysis
📱 Decompiles APK files using JADX
🔍 Detects potential flags, secrets, and debug bypasses
💡 Provides clear explanations of code functionality
✨ Suggests improved naming for variables and methods

Setup

Install dependencies:

pip install -r requirements.txt

Create a .env file with your Hugging Face token:

HUGGING_FACE_TOKEN=your_token_here

Place your APK file in the apk directory

Usage

python scripts/decompile.py  # Decompile APK
python scripts/analyze.py    # Run AI analysis

Project Structure

scripts/ - Python source code
- decompile.py - APK decompilation logic
- ai_model.py - CodeGemma integration
- extract_flags.py - Flag detection
apk/ - APK files for analysis
decompiled/ - Decompiled Java code
ai_output/ - Analysis results

Similar repos

SimoneAvogadro/android-reverse-engineering-skill

Claude Code skill to support Android app's reverse engineering

7,784

dwisiswant0/apkleaks

Scanning APK file for URIs, endpoints & secrets.

6,283

ClaudiuGeorgiu/Obfuscapk

An automatic obfuscation tool for Android apps that works in a black-box fashion, supports advanced…

1,272

heewonB/CryptoLLM

iBotPeaches/Apktool

A tool for reverse engineering Android apk files

25,534

NotSoSecure/android_application_analyzer

The tool is used to analyze the content of the android application in local storage.

175

skylot/jadx

Dex to Java decompiler

50,409

quark-engine/quark-engine

1,715

Contributors

techhimanshu001

3 commits

Languages

Python

79.8%

JavaScript

13.4%

HTML

5.3%

CSS

1.4%