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MORPHEUS – An AI code security analyzer that learns new vulnerabilities on its own

published on 2025-10-14 22:27:03 UTC by /u/Far_Improvement_9437
Content:

Hey everyone 👋

I’ve been developing a new kind of code security analyzer called MORPHEUS — it’s powered by a morphing neural network (M-Net) that actually adapts its internal structure when it encounters new vulnerability patterns.

Unlike traditional static analyzers, MORPHEUS continuously learns from false positives/negatives and retrains itself using data from the NVD, OWASP, and GitHub patch commits.

🧠 Core Highlights

  • Adaptive learning engine that evolves in real time
  • Explainable AI — every neuron maps to a security pattern
  • Multi-language support: Python, JavaScript, Java, Go, Rust
  • 60% fewer false positives compared to Bandit / Semgrep in early tests
  • OWASP Top 10 coverage with detailed remediation guidance

💡 Looking for Beta Testers

We’re inviting security engineers, researchers, and developers to test the web deployment and help validate:

  • Detection accuracy vs. traditional SAST tools
  • False positive reduction
  • Usefulness of the explainable vulnerability reports

🧩 Live Demo: morpheus-security.ai

You can try scanning a small repo or snippet — results appear instantly with risk scores and remediation hints.
All feedback (good or bad!) is welcome — I’ll be around to answer questions in the comments.


MORPHEUS: Morphing Omni-Responsive Protection Heuristic Engine for Universal Security

submitted by /u/Far_Improvement_9437
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Article: MORPHEUS – An AI code security analyzer that learns new vulnerabilities on its own - published 1 day ago.

https://www.reddit.com/r/netsec/comments/1o6tuct/morpheus_an_ai_code_security_analyzer_that_learns/   
Published: 2025 10 14 22:27:03
Received: 2025 10 14 22:44:26
Feed: /r/netsec - Information Security News and Discussion
Source: /r/netsec - Information Security News and Discussion
Category: Cyber Security
Topic: Cyber Security
Views: 4

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