Feature/multimodal neat detection - #907
Open
BhakktiGautam wants to merge 3 commits into
Open
BhakktiGautam wants to merge 3 commits into
BhakktiGautam wants to merge 3 commits into
Conversation
…unknown84#900) ### Description Implements multimodal spam detection using NEAT (NeuroEvolution of Augmenting Topologies) for text, image, and voice modalities. ### Features - ✅ Text Modality Detection - ✅ Image Modality Detection - ✅ Voice Modality Detection - ✅ NEAT-based Dynamic Weighting - ✅ Ensemble Detection - ✅ Weight Optimization ### Modalities Covered - Text: SMS, email spam - Image: Screenshots, embedded images - Voice: Robocalls, vishing ### Security Benefits - Multi-modal detection - Dynamic weight optimization - Adaptive ensemble Closes Userunknown84#900
|
@BhakktiGautam is attempting to deploy a commit to the Aditya Sharma's projects Team on Vercel. A member of the Team first needs to authorize it. |
Userunknown84
requested changes
Jul 17, 2026
Userunknown84
left a comment
Userunknown84
left a comment
Owner
There was a problem hiding this comment.
<<<<<<< Updated upstream
Stashed changes
===== these show removed.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
🎯 Multimodal Spam Detection using NEAT
📝 Description
This PR implements a multimodal spam detection system using NEAT (NeuroEvolution of Augmenting Topologies) that detects spam across text, images, and voice modalities. Attackers now hide malicious content in images and audio to evade text-based filters - this solution provides comprehensive multi-modal protection.
🚀 Core Components
1. Text Modality Detector
Detects spam in SMS, emails, and text messages:
free,win,prize,claim2. Image Modality Detector
Detects spam in screenshots and embedded images:
3. Voice Modality Detector
Detects spam in voice messages and robocalls:
4. NEAT Dynamic Weighting
NeuroEvolution for optimal modality weighting:
5. Ensemble Detection
Combines all modalities for final prediction:
#Closes #900