CyberSiARA

Q: What technologies were used in the Cyber SiARA project?

The stack includes React.js, HTML5, SCSS, and JavaScript on the front end; C#, .NET Core, Entity Framework, and .NET MAUI on the back end; SQL, PostgreSQL, and MongoDB for data; AWS for cloud hosting; Power BI and ELK Stack for analytics; and AI-based CAPTCHA for security.

Q: Can Shine Infosoft build similar security platforms?

Yes. Shine Infosoft delivers fixed-cost cyber security and CAPTCHA platforms — from requirement alignment and engineering delivery to long-term technology support and custom development.

Overview

Secure applications against bot attacks — without breaking the user journey

Cyber SiARA is a UK-based leading cyber security company that secures client applications through its own CAPTCHA management system. The platform protects against bot attacks, account takeover, checkout fraud, fake account creation, and content scraping — with an innovative, patent-filed application and an AI-powered CAPTCHA that resists bot attacks before they initialize.

Shine Infosoft successfully delivered the CAPTCHA management system on time as a fixed-bid project. Shine continues as Cyber SiARA's technology support partner, providing support for further custom development.

+80% Bot Blocking
+95% Attack Prevention
AI-Powered CAPTCHA
Fixed-Bid On-Time Delivery
GDPR Ready Tracking

The Challenge

For large organizations — especially in banking — keeping digital platforms secure is critical. Bot attacks can overwhelm applications, drain performance, damage reputation, and allow hackers to manipulate data. Username and password alone cannot filter fake entries or stop automated abuse at scale.

High volume of bot traffic

Over 40% of total traffic was identified as malicious, overwhelming servers and degrading application performance.

Fake account registrations

Bots created thousands of accounts daily to exploit promotional offers and pollute the user base.

Credential stuffing attacks

Automated login attempts using leaked credentials put user data and account security at serious risk.

Inventory hoarding

Bots placed items in carts in bulk, making inventory unavailable for genuine customers.

User experience balance

The company needed strong anti-bot protection without frustrating real users with complex verification steps.

The Solution

What Shine Built

Incorporating CAPTCHA during the authentication process provides a secure interface before application access. Combined with behavioural analysis, adaptive challenges, and AI-driven detection, the platform reduces fake entries and bot attacks while keeping the journey smooth for legitimate users.

Adaptive CAPTCHA

Dynamically adjusts difficulty based on traffic behaviour — a simple click or tap for genuine users, stronger challenges for suspicious traffic.

Behavioural analysis

CAPTCHA triggers only after monitoring mouse movements, typing speed, and browsing patterns to distinguish humans from bots.

Image & audio challenges

Multiple challenge types — image recognition and audio-based CAPTCHA — for accessibility and broader bot resistance.

Device & IP fingerprinting

Blocks repeated bot attempts from the same device or IP before CAPTCHA is even triggered.

API protection

CAPTCHA integrated at API endpoints to prevent automated script abuse and unauthorized programmatic access.

AI-powered threat detection

AI models identify and adapt to new bot behaviours continuously — resisting attacks before initialization.

Business Impact

Measurable Results

A cost-effective, scalable solution that blocked bot attacks while maintaining a smooth customer journey — combining behavioural analysis, adaptive challenges, and AI-driven detection.

+80%

Bot blocking

Stronger protection against fraudulent registrations

+95%

Attack prevention

Automated login threats blocked at scale

+40%

Malicious Traffic

Bot traffic identified and blocked

Inventory Hoarding

Fair access restored for customers

Why Shine

Why Shine Infosoft Was Chosen

A fixed-cost engagement — Shine understood client requirements, aligned the engineering team, and delivered the CAPTCHA management system on time. Shine remains the ongoing technology support partner for custom development.

Fixed-Bid Delivery
On-Time Project Completion
Aligned Engineering Team
Ongoing Tech Support

Tech Stack

Technologies Utilized

Full-stack platform behind the CAPTCHA management system, admin panel, and AI-based threat detection.

PHP

Back End

.NET

Back End

Angular

Front End

React

Front End

AI / ML

PostgreSQL

Database

FAQ

Frequently Asked Questions

Common questions about the Cyber SiARA CAPTCHA management system, delivery model, and security outcomes.

What is the Cyber SiARA CAPTCHA management system?

Cyber SiARA is a UK-based cyber security company that developed a CAPTCHA management system to secure client applications and block bot attacks. Shine Infosoft delivered the platform as a fixed-bid project on time and continues as the technology support partner for ongoing custom development.

How does AI-powered CAPTCHA stop bot attacks?

The platform combines adaptive CAPTCHA, behavioural analysis, device and IP fingerprinting, and AI-powered threat detection. CAPTCHA is triggered after monitoring mouse movements, typing speed, and browsing patterns — resisting bot attacks before they initialize while keeping verification simple for genuine users.

What technologies were used in the Cyber SiARA project?

React.js, HTML5, SCSS, and JavaScript on the front end; C#, .NET Core, Entity Framework, and .NET MAUI on the back end; SQL, PostgreSQL, and MongoDB for structured and unstructured data; AWS for auto-scaling and high availability; Power BI and ELK Stack for reporting dashboards; and AI-based CAPTCHA for authentication security.

What business outcomes were achieved?

Cyber SiARA achieved +80% bot blocking, +95% attack prevention, +50% system efficiency, eliminated inventory hoarding, and improved trust and security perception among genuine users.

Can Shine Infosoft build similar security platforms?

Yes. Shine Infosoft delivers fixed-cost cyber security platforms — from requirement alignment and engineering delivery to long-term technology support. Book a free consultation to discuss a similar CAPTCHA or bot protection solution.