docs: refine fingerprint protection terminology and correct language

Author: MSTU0

ADVANCED_FEATURES.md

@@ -554,7 +554,7 @@ BotBrowser’s capabilities support multiple research applications in authorized
 
 **Authorized Environments Only:**
 - University and institutional research projects
-- Controlled security testing environments
+- Controlled privacy research environments
 - Systems you own or have explicit permission to test
 
 **Prohibited Uses:**

CHANGELOG.md

@@ -1181,7 +1181,7 @@ Example:
 ### Major Update
 - **GPU Emulation on Headless Servers:** Introduced full emulation of GPU-related fingerprints on devices without dedicated GPUs. This allows **VPS servers (Linux, Windows)** without GPUs to accurately simulate GPU information, including `navigator.gpu`, `GPUAdapter`, `GPUAdapterInfo`, `GPUDevice`, `WebGLRenderingContext`, and `WebGL2RenderingContext`. This significantly reduces GPU rental costs while supporting GPU-sensitive testing systems, such as the latest **hCaptcha** environments, which validate `navigator.gpu`.
 
-*These GPU emulation capabilities are for authorized academic benchmarking only, not intended for use against production services.*
+*These GPU emulation capabilities are for authorized fingerprint protection and privacy research only, not intended for use against production services.*
 
 ### Added
 - **GPUAdapterInfo and WGSLLanguageFeatures Tracking:** Added support for tracking **GPUAdapterInfo** and **WGSLLanguageFeatures**, ensuring comprehensive GPU-related data coverage.
@@ -1302,7 +1302,7 @@ Example:
 - Resolved **CDM issue**, enhancing browser environment security.
 
 ### Added
-- Successfully resolved **[Fake Vision](https://fv.pro)** compatibility issues, enhancing academic testing environment capabilities. [Test Code](tests/tests/antibots/fvpro.spec.ts), [▶️ Test Result (fv.pro)](https://botswin.github.io/BotBrowser/video_player/index.html?video=https://raw.githubusercontent.com/botswin/BotBrowser/main/tests/test-results/fvpro-test-fv-pro-BotBrowser-antibots/video.webm)
+- Successfully resolved **[Fake Vision](https://fv.pro)** compatibility issues, enhancing fingerprint protection validation capabilities. [Test Code](tests/tests/antibots/fvpro.spec.ts), [▶️ Test Result (fv.pro)](https://botswin.github.io/BotBrowser/video_player/index.html?video=https://raw.githubusercontent.com/botswin/BotBrowser/main/tests/test-results/fvpro-test-fv-pro-BotBrowser-antibots/video.webm)
 
 ---
 

CLI_FLAGS.md

@@ -1,6 +1,6 @@
 # BotBrowser CLI Flags Reference
 
-For Academic and Authorized Testing Environments.
+For Fingerprint Protection and Privacy Research.
 
 This document explains BotBrowser's CLI configuration system. These flags extend Chromium and provide runtime control over fingerprints to prevent tracking system collection without modifying profile files. For terms of use, see the [Legal Disclaimer](DISCLAIMER.md) and [Responsible Use Guidelines](RESPONSIBLE_USE.md).
 
@@ -59,7 +59,7 @@ Specify a directory containing multiple `.enc` profile files. BotBrowser will ra
 ### Enhanced `--proxy-server` with Embedded Credentials
 BotBrowser extends the standard `--proxy-server` flag to accept embedded credentials in the URL.
 
-⚠️ **Important**: For authorized network testing only. Do not use for unauthorized data collection.
+⚠️ **Important**: For authorized privacy research and fingerprint protection only. Do not use for unauthorized data collection.
 
 ```bash
 # HTTP/HTTPS proxy with credentials

DISCLAIMER.md

@@ -15,7 +15,7 @@ BotBrowser is a **privacy protection technology** designed to prevent fingerprin
 
 ## AGE RESTRICTION
 
-This software is intended for use by adults (18+) in professional, academic, or research settings. Minors may only use this software under direct supervision of qualified educators or researchers as part of authorized academic programs.
+This software is intended for use by adults (18+) in professional, privacy research, or research settings. Minors may only use this software under direct supervision of qualified educators or researchers as part of authorized privacy research programs.
 
 ## AUTHORIZED USE CASES
 
@@ -39,7 +39,7 @@ To qualify as authorized use, ALL of the following must be true:
 3. **REQUIRED:** No real user data or credentials used
 4. **REQUIRED:** Compliance with all applicable laws and institutional policies
 5. **REQUIRED:** No violation of any terms of service
-6. **REQUIRED:** Results used solely for academic/research purposes
+6. **REQUIRED:** Results used solely for fingerprint protection and privacy research purposes
 
 **If you cannot confirm ALL of the above, STOP and seek legal counsel.**
 

VALIDATION.md

@@ -404,7 +404,7 @@ Detection System Tests (200+ scenarios)
 
 **Research Ethics:** This research contributes to web compatibility standards and fingerprint protection validation through controlled environment testing using publicly accessible interfaces only.
 
-**GitHub Policy Compliance:** This repository is intended for academic research and is not designed for production use against third-party services without explicit authorization.
+**GitHub Policy Compliance:** This repository is intended for fingerprint protection and privacy research and is not designed for production use against third-party services without explicit authorization.
 
 ---
 

console/README.md

@@ -1,6 +1,6 @@
 # BotBrowserConsole
 
-BotBrowserConsole is the desktop companion to **[BotBrowser](https://github.com/botswin/BotBrowser)**. It simplifies privacy-focused fingerprint configuration and multi-profile management for academic study and professional workflows. It also supports API-based extensions for custom requirements in authorized labs.
+BotBrowserConsole is the desktop companion to **[BotBrowser](https://github.com/botswin/BotBrowser)**. It simplifies privacy-focused fingerprint configuration and multi-profile management for fingerprint protection and privacy research workflows. It also supports API-based extensions for custom requirements in authorized labs.
 
 <img width="800" alt="image" src="https://github.com/user-attachments/assets/e9c0b656-83b0-4be5-986e-d4bc3c04b4b5">
 

docker/README.md

@@ -1,6 +1,6 @@
 # Docker Deployment
 
-For Academic and Authorized Testing Environments. Refer to the project [Legal Disclaimer](../DISCLAIMER.md) and [Responsible Use Guidelines](../RESPONSIBLE_USE.md) when deploying containers.
+For Fingerprint Protection and Privacy Research. Refer to the project [Legal Disclaimer](../DISCLAIMER.md) and [Responsible Use Guidelines](../RESPONSIBLE_USE.md) when deploying containers.
 
 This guide explains how to deploy BotBrowser using Docker and Docker Compose for authorized fingerprint protection validation.
 
@@ -83,7 +83,7 @@ docker-compose logs -f botbrowser
 
 ### Integration Examples
 
-⚠️ Integration examples with Playwright and Puppeteer are for academic research only. Unauthorized scraping or production misuse is prohibited.
+⚠️ Integration examples with Playwright and Puppeteer are for fingerprint protection and privacy research only. Unauthorized scraping or production misuse is prohibited.
 
 **Playwright**
 

docker/cloudflare-docker/README.md

@@ -1,6 +1,6 @@
 # Cloudflare Compatibility Testing with Docker
 
-For Academic and Authorized Testing Environments. See the project [Legal Disclaimer](../../DISCLAIMER.md) and [Responsible Use Guidelines](../../RESPONSIBLE_USE.md) for usage boundaries.
+For Fingerprint Protection and Privacy Research. See the project [Legal Disclaimer](../../DISCLAIMER.md) and [Responsible Use Guidelines](../../RESPONSIBLE_USE.md) for usage boundaries.
 
 ## Project Overview
 

docker/virginaustralia_docker/README.md

@@ -1,6 +1,6 @@
 # Virgin Australia Capture with Docker
 
-For Academic and Authorized Testing Environments. See the project [Legal Disclaimer](../../DISCLAIMER.md) and [Responsible Use Guidelines](../../RESPONSIBLE_USE.md) for usage boundaries.
+For Fingerprint Protection and Privacy Research. See the project [Legal Disclaimer](../../DISCLAIMER.md) and [Responsible Use Guidelines](../../RESPONSIBLE_USE.md) for usage boundaries.
 
 ## Project Overview
 

docker/wizzair-docker/README.md

@@ -1,6 +1,6 @@
 # WizzAir Compatibility Testing with Docker
 
-For Academic and Authorized Testing Environments. See the project [Legal Disclaimer](../../DISCLAIMER.md) and [Responsible Use Guidelines](../../RESPONSIBLE_USE.md) for usage boundaries.
+For Fingerprint Protection and Privacy Research. See the project [Legal Disclaimer](../../DISCLAIMER.md) and [Responsible Use Guidelines](../../RESPONSIBLE_USE.md) for usage boundaries.
 
 ## Project Overview
 
@@ -9,7 +9,7 @@ This repository contains a Docker setup for validating fingerprint protection on
 1. Launches BotBrowser in headless mode: **no XDISPLAY or GPU required**: while simulating a full desktop environment.
 2. Performs compatibility validation on WizzAir's interface over a date range.
 3. Analyzes API responses for compatibility assessment.
-4. Saves analysis data to `flight_data/` and screenshots to `screenshots/` for academic review.
+4. Saves analysis data to `flight_data/` and screenshots to `screenshots/` for privacy research review.
 5. The target site is protected by **Kasada**, and this workflow demonstrates how BotBrowser prevents fingerprint collection in real-world tracking scenarios.
 
 ---
@@ -24,7 +24,7 @@ This repository contains a Docker setup for validating fingerprint protection on
 ├── requirements.txt
 ├── profile/        # Place your .enc profile here
 ├── flight_data/    # Analysis data output per date
-└── screenshots/    # Screenshots for academic review
+└── screenshots/    # Screenshots for privacy research review
 ```
 
 > **Tip:** Review `Dockerfile` and `docker-compose.yml` for configuration options.