CRYPTX — AI-Powered Password Vulnerability Analyzer

Ethical security testing toolkit · Authorized use only
Developed during Cyber Security Internship @ Supraja Technologies

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Table of Contents

• Project Overview
• Team
• Requirements
• Installation & Setup
• Running the Application
• Building the EXE
• Project Structure
• Modules
• Troubleshooting

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Project Overview

CryptX is an advanced cybersecurity toolkit designed to analyze password vulnerabilities and help organizations evaluate the strength of authentication systems.

The system integrates multiple password cracking techniques such as dictionary attacks, brute force attacks, rule-based mutations, rainbow tables, and AI-assisted wordlist generation to simulate real-world attack scenarios.

Field	Details
Project Name	CryptX: AI-Powered Password Vulnerability Analyzer
Category	Cyber Security / Password Analysis Tool
Technologies	Python, Tkinter, Hash Algorithms, AI Wordlist
Start Date	01 January 2026
Completion Date	01 May 2026
Status	✅ Completed

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Team

Name	Employee ID	Email
C Parasuraman	ST#IS#9059	parasuramanm492@gmail.com
S Sai Manikanta Rao	ST#IS#9060	sainenisaimanikantarao@gmail.com
P Prashanth	ST#IS#9061	prashanthpendem2323@gmail.com
Sai Nikhil	ST#IS#9062	sainikhilyadav8@gmail.com
V Rishika	ST#IS#9072	rishikav0105@gmail.com

Organization: Supraja Technologies · Cyber Security Internship
Contact: contact@suprajatechnologies.com

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Requirements

• Python 3.10 or higher (3.13 recommended)
• pip / conda package manager
• Windows 10 / 11 (64-bit)

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Installation & Setup

Step 1 — Clone or Download the Project

git clone https://github.com/your-repo/CryptX.git
cd CryptX/PasswordCracker

Or extract the ZIP and open a terminal inside the PasswordCracker folder.

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Step 2 — Create a Virtual Environment (Recommended)

python -m venv venv
venv\Scripts\activate

If you are using Anaconda, you can skip this step and use the base environment.

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Step 3 — Install Dependencies

pip install -r requirements.txt

If requirements.txt is missing, install manually:

pip install pillow pyinstaller requests

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Step 4 — Verify Resources Folder

Make sure the resources/ folder contains these files:

resources/
├── icon.ico        ← app icon (required for EXE)
├── logo.png        ← shown in the GUI header
├── logo1.png
└── supraja.png     ← company logo in project info

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Running the Application

python main.py

The CryptX launcher window will open. Use the mode selector (Beginner / Advanced / Report) and click any module card to get started.

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Building the EXE

Step 1 — Install PyInstaller

pip install pyinstaller

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Step 2 — Build the EXE

Run this command from inside the PasswordCracker folder:

pyinstaller --onefile --windowed --add-data "resources;resources" --icon=resources/icon.ico --name "CryptX" main.py

Flag	Purpose
--onefile	Bundles everything into a single .exe
--windowed	Hides the black console window
--add-data "resources;resources"	Includes images and assets
--icon=resources/icon.ico	Sets the taskbar/desktop icon
--name "CryptX"	Names the output file CryptX.exe

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Step 3 — Find Your EXE

After the build completes, your executable is here:

PasswordCracker/
└── dist/
    └── CryptX.exe   ✅  ← Share this file

The build/ folder and CryptX.spec file are generated automatically and can be deleted after the build.

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Step 4 — Run the EXE

Double-click dist/CryptX.exe — no Python installation needed on the target machine.

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Project Structure

PasswordCracker/
│
├── main.py                  ← Entry point
├── requirements.txt
├── README.md
│
├── resources/               ← Images and assets
│   ├── icon.ico
│   ├── logo.png
│   ├── logo1.png
│   └── supraja.png
│
├── ui/                      ← All GUI windows
│   ├── launcher_window.py
│   ├── hash_cracker_window.py
│   ├── hybrid_attack_window.py
│   ├── wordlist_generator_window.py
│   ├── ai_training_window.py
│   ├── rainbow_table_window.py
│   ├── analytics_window.py
│   ├── reports_window.py
│   ├── rule_engine_window.py
│   ├── advanced_mode.py
│   ├── reports_mode.py
│   └── project_info_window.py
│
├── core/                    ← Backend logic
└── data/                    ← Wordlists, rainbow tables, logs

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Modules

Window	Module	Description
1	GUI Launcher	Main interface with mode selector
2	Hash Detection	Detects MD5, SHA1, SHA256, SHA512, NTLM
3	Hybrid Attack Engine	Dictionary + rules + brute force
4	AI Wordlist Generator	Smart lists from target metadata
5	Rule Engine	Hashcat-style transformations
6	Rainbow Table Manager	Lookup tables and DB stats
7	Analytics Dashboard	Strength metrics and crack charts
8	Reporting System	Audit reports and compliance logs

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Troubleshooting

FileNotFoundError: icon.ico not found
→ Make sure you use icon.ico not logo.ico in the build command:

--icon=resources/icon.ico

Images not showing after building EXE
→ Add this helper to main.py and wrap all resource paths with it:

import sys, os

def resource_path(relative_path):
    if hasattr(sys, '_MEIPASS'):
        return os.path.join(sys._MEIPASS, relative_path)
    return os.path.join(os.path.abspath("."), relative_path)

ModuleNotFoundError when running EXE
→ Add the missing module to your build command:

--hidden-import module_name

Antivirus flags the EXE
→ This is a common false positive with PyInstaller. Whitelist the file or submit it for analysis.

EXE is slow to open
→ Normal for --onefile. For faster startup use --onedir instead (produces a folder instead of a single file).

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License

This project was developed for educational and internship purposes at Supraja Technologies.
Unauthorized use, distribution, or modification is not permitted.

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© 2026 CryptX Security · Supraja Technologies