QR Β· OCR Β· Homograph Β· Script Analysis

See the threat.
Before the click.

LinksLens strips away the disguise of malicious URLs. We deploy deep-threat forensics and sandboxed rendering to give you x-ray vision into the internet's darkest corners.

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Military-Grade Link Forensics

Don't rely on guesswork. Rely on hard data.

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Sandboxed Previews

We safely render the destination in an isolated environment and return a harmless static screenshot. Malicious scripts never touch your device.

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Deep Target Intel

We unpack redirect chains to expose the true destination, revealing domain registration age, server country of origin, and the full sequence of hops a link takes.

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Swarm Intelligence

Benefit from a globally connected database. When the community flags a new phishing campaign, the entire network is instantly protected.

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QR Quishing Detection

Point your camera at any QR code and we decode it on-device before running the embedded URL through the full security pipeline β€” stopping QR phishing attacks before they start.

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Homograph Attack Detection

We detect IDN homograph attacks where Cyrillic, Greek, or other Unicode characters impersonate Latin letters β€” so a fake "gΠΎΠΎgle.com" (Cyrillic ΠΎ) never fools you.

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Script-Level Analysis

We inspect every script loaded by the page to identify crypto miners, malicious CDNs, IP-hosted code, and excessive ad networks β€” surfacing risks invisible to a plain URL check.

The Mechanism

Four concurrent checks. One definitive verdict.

01

Capture

Type a URL, photograph printed text with OCR, scan a QR code with your camera, or share any link directly from another app.

02

Interrogate

Google Safe Browsing, sandboxed page analysis, domain age lookup, and our blacklist database all run simultaneously.

03

Correlate

Script behaviour, redirect chains, and domain spoofing signals are layered on top to catch threats that URL-only checks miss entirely.

04

Resolve

Receive a definitive verdict β€” Safe, Suspicious, or Malicious β€” with a screenshot, score, and full evidence breakdown.

Meet the Team

The people behind LinksLens β€” FYP-26-S1-03P

Steph πŸ‘‘

Steph

Team Leader

Leads the project, coordinates deliverables, and ensures the system comes together as a cohesive product.

Tobias

Tobias

Mobile Developer

Built the React Native app β€” OCR scanning, QR detection, scan results, push notifications, and the Android share intent.

Ryan

Ryan

Backend Developer

Engineered the FastAPI scan pipeline, Google Safe Browsing integration, and the Streamlit admin portal.

MZ

MZ

Backend & Cloud

Developed the backend systems and set up the full cloud infrastructure β€” AWS EC2, Docker, Nginx, SSL, and CI/CD pipelines.