marco370
75d3bd56a1
Simplify ML dependency to use standard Isolation Forest
...
Remove problematic Extended Isolation Forest dependency and leverage existing scikit-learn fallback for Python 3.11 compatibility.
Replit-Commit-Author: Agent
Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528
Replit-Commit-Checkpoint-Type: intermediate_checkpoint
Replit-Commit-Event-Id: 89ea874d-b572-40ad-9ac7-0c77d2b7d08d
Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/2lUhxO2
2025-11-24 17:44:11 +00:00
marco370
b4aaa5456f
Add Cython to Python dependencies for model compilation
...
Add Cython==3.0.5 to python_ml/requirements.txt and update replit.md to reflect this change, resolving a compilation issue with the eif library.
Replit-Commit-Author: Agent
Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528
Replit-Commit-Checkpoint-Type: full_checkpoint
Replit-Commit-Event-Id: f24578fc-6be7-42c0-9a9c-5ffe13dacdbe
Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/2lUhxO2
2025-11-24 16:35:15 +00:00
marco370
043690f829
Update dependency version for improved compatibility
...
Update `eif` dependency from version 2.0.0 to 2.0.2 in `requirements.txt` and documentation to resolve a deployment issue, as version 2.0.0 is not available.
Replit-Commit-Author: Agent
Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528
Replit-Commit-Checkpoint-Type: full_checkpoint
Replit-Commit-Event-Id: 104a0ac7-f020-4d00-9e3e-5a37b74bbc93
Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/2lUhxO2
2025-11-24 16:32:31 +00:00
marco370
932931457e
Add a hybrid machine learning detection system
...
Add a new ML hybrid detector module with Extended Isolation Forest, feature selection, and an ensemble classifier, along with updated Python dependencies.
Replit-Commit-Author: Agent
Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528
Replit-Commit-Checkpoint-Type: intermediate_checkpoint
Replit-Commit-Event-Id: 8b74011c-0e9a-4433-b9a1-896e65cb4ae1
Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/F6DiMv4
2025-11-24 15:53:05 +00:00
marco370
ac9c35b61f
Add database storage for network data and router management
...
Refactors storage to use a database backend, introducing schemas and functions for routers, network logs, detections, whitelist, and training history. Integrates Drizzle ORM with Neon Postgres for data persistence.
Replit-Commit-Author: Agent
Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528
Replit-Commit-Checkpoint-Type: intermediate_checkpoint
Replit-Commit-Event-Id: 4e9219bb-e0f1-4799-bb3f-6c759dc16069
Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/c9ITWqD
2025-11-15 11:12:44 +00:00
