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Author SHA1 Message Date
marco370
d3c0839a31 Increase detection limits and fix navigation to details 
Update the default limit for retrieving detections to 5000 and adjust the "Details" link to navigate to the root page with the IP as a query parameter.

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 2025-11-25 10:25:39 +00:00
Marco Lanzara
40d94651a2 🚀 Release v1.0.81 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 10:14:39
 2025-11-25 10:14:39 +00:00
Marco Lanzara
a5a1ec8d16 🚀 Release v1.0.80 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 10:06:59
 2025-11-25 10:06:59 +00:00
marco370
2561908944 Saved progress at the end of the loop 
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 2025-11-25 10:01:22 +00:00
marco370
ee6f3620b8 Improve detection filtering by correctly comparing numerical risk scores 
Fix bug where risk scores were compared lexicographically instead of numerically by casting the `riskScore` column to numeric in SQL queries.

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 2025-11-25 10:00:32 +00:00
marco370
83e2d1b1bb Add button to whitelist detected IPs and improve detection details 
Implement a new "Whitelist" button for each detection entry, allowing users to add suspicious IPs to a whitelist, and refactor the UI to better organize action buttons for detection details.

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 2025-11-25 09:58:06 +00:00
marco370
35e1b25dde Improve detection filtering and add whitelist functionality 
Add filtering options for anomaly type and risk score to the detections page, increase the default limit to 500, and implement a button to add IPs to the whitelist.

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 2025-11-25 09:56:59 +00:00
marco370
d9aa466758 Enhance detection filtering and increase result limits 
Update API endpoints and storage logic to support filtering detections by anomaly type, minimum/maximum risk score, and to increase the default limit of returned detections.

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 2025-11-25 09:56:13 +00:00
marco370
163776497f Saved progress at the end of the loop 
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 2025-11-25 09:45:07 +00:00
Marco Lanzara
a206502ff1 🚀 Release v1.0.79 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 09:37:22
 2025-11-25 09:37:22 +00:00
marco370
5a002413c2 Allow more flexible time range for detection analysis 
Update DetectRequest model to accept float for hours_back, enabling fractional time ranges for analysis.

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 2025-11-25 09:37:19 +00:00
Marco Lanzara
c99edcc6d3 🚀 Release v1.0.78 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 09:34:57
 2025-11-25 09:34:57 +00:00
marco370
f0d391b2a1 Map confidence level strings to numeric values for detection results 
Converts 'high', 'medium', and 'low' confidence levels to their corresponding numeric values (95.0, 75.0, 50.0) before saving detection results to the database, resolving an invalid input syntax error for type numeric.

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 2025-11-25 09:34:44 +00:00
Marco Lanzara
2192607bf6 🚀 Release v1.0.77 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 09:19:17
 2025-11-25 09:19:17 +00:00
marco370
14d67c63a3 Improve syslog parser reliability and add monitoring 
Enhance the syslog parser with auto-reconnect, error recovery, and integrated health metrics logging. Add a cron job for automated health checks and restarts.

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 2025-11-25 09:09:21 +00:00
Marco Lanzara
093a7ba874 🚀 Release v1.0.76 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 08:52:18
 2025-11-25 08:52:18 +00:00
marco370
837f7d4c08 Update detection results to use correct key names for scores 
Corrects the key names used to retrieve detection results in `compare_models.py` to match the output format of the hybrid detector.

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 2025-11-25 08:51:27 +00:00
Marco Lanzara
49eb9a9f91 🚀 Release v1.0.75 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 08:46:31
 2025-11-25 08:46:31 +00:00
marco370
2d7185cdbc Adjust model comparison script to correctly process network logs 
Correct logic in `compare_models.py` to pass raw network logs to the detection method, ensuring correct feature extraction and preventing a 'timestamp' KeyError.

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 2025-11-25 08:43:55 +00:00
Marco Lanzara
27499869ac 🚀 Release v1.0.74 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 08:42:17
 2025-11-25 08:42:17 +00:00
marco370
cf3223b247 Update model comparison script to use current database detections 
Adjusted script to query existing database detections instead of a specific model version, updating column names to match the actual database schema (source_ip, risk_score, anomaly_type, log_count, last_seen, detected_at).

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 2025-11-25 08:42:06 +00:00
Marco Lanzara
c56af1cb16 🚀 Release v1.0.73 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 08:37:26
 2025-11-25 08:37:26 +00:00
marco370
a32700c149 Add script to compare old and new detection models 
Creates a Python script that loads old detection data, reanalyzes IPs with the new hybrid detector, and compares the results to identify differences and improvements.

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 2025-11-25 08:36:32 +00:00
Marco Lanzara
77cd8a823f 🚀 Release v1.0.72 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 08:24:55
 2025-11-25 08:24:55 +00:00
marco370
a47079c97c Add historical training data logging for hybrid models 
Integrate saving of training history to the database within `train_hybrid.py`, ensuring that model versioning is correctly applied for hybrid detector runs.

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 2025-11-25 08:08:45 +00:00
Marco Lanzara
2a33ac82fa 🚀 Release v1.0.71 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 08:02:02
 2025-11-25 08:02:02 +00:00
marco370
cf094bf750 Update model version tracking for training history 
Dynamically set the model version to "2.0.0" for hybrid detectors and "1.0.0" for legacy detectors, and update the database insertion logic in `main.py` to use this dynamic version.

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 2025-11-25 08:01:03 +00:00
Marco Lanzara
3a4d72f1e3 🚀 Release v1.0.70 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 07:56:24
 2025-11-25 07:56:24 +00:00
marco370
5feb691122 Fix error when hybrid detector models are not loaded 
Correctly check if the hybrid detector models are loaded by verifying the presence of `isolation_forest` instead of a non-existent `is_trained` attribute in `python_ml/main.py`.

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 2025-11-25 07:56:15 +00:00
Marco Lanzara
a7f55b68d7 🚀 Release v1.0.69 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-25 07:54:07
 2025-11-25 07:54:07 +00:00
marco370
08af108cfb Fix backend crash when initializing hybrid ML detector 
Corrected `main.py` to handle the `ml_analyzer` being `None` when `USE_HYBRID_DETECTOR` is true, preventing an `AttributeError` during startup.

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 2025-11-25 07:53:47 +00:00
marco370
d086b00092 Fix system service to prevent continuous restart failures 
The systemd service for the ML backend is repeatedly failing and restarting due to an exit-code failure.

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 2025-11-25 07:51:16 +00:00
marco370
adcf997bdd Saved progress at the end of the loop 
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 2025-11-24 18:17:52 +00:00
Marco Lanzara
b3b87333ca 🚀 Release v1.0.68 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-24 18:17:37
 2025-11-24 18:17:37 +00:00
marco370
f6e222d473 Correct SQL query for retrieving network traffic data 
Fixes a critical SQL syntax error in `train_hybrid.py` preventing data loading by adjusting the `INTERVAL` calculation for the `timestamp` WHERE clause.

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 2025-11-24 18:16:21 +00:00
marco370
b88377e2d5 Adapt ML model to new database schema and automate training 
Adjusts SQL queries and feature extraction to accommodate changes in the network_logs database schema, enabling automatic weekly retraining of the ML hybrid detector.

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 2025-11-24 18:14:43 +00:00
Marco Lanzara
7e9599804a 🚀 Release v1.0.67 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-24 18:07:00
 2025-11-24 18:07:00 +00:00
Marco Lanzara
d384193203 🚀 Release v1.0.66 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-24 18:06:18
 2025-11-24 18:06:18 +00:00
marco370
04136e4303 Add script to train hybrid ML detector with real data 
Create a bash script to automate the training of the hybrid ML detector, automatically fetching database credentials from the .env file and executing the training process.

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 2025-11-24 18:05:04 +00:00
marco370
34bd6eb8b8 Saved progress at the end of the loop 
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 2025-11-24 18:01:42 +00:00
Marco Lanzara
7a2b52af51 🚀 Release v1.0.65 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-24 17:58:33
 2025-11-24 17:58:33 +00:00
Marco Lanzara
3c68661af5 🚀 Release v1.0.64 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-24 17:57:38
 2025-11-24 17:57:38 +00:00
marco370
7ba039a547 Fix index out of bounds error during synthetic data testing 
Corrected an indexing error in `train_hybrid.py` by using `enumerate` to ensure accurate mapping of detections to the test dataset, resolving an `IndexError` when processing synthetic data.

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 2025-11-24 17:57:22 +00:00
marco370
0d9fda8a90 Saved progress at the end of the loop 
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 2025-11-24 17:56:20 +00:00
Marco Lanzara
87d84fc8ca 🚀 Release v1.0.63 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-24 17:53:58
 2025-11-24 17:53:58 +00:00
marco370
57afbc6eec Saved progress at the end of the loop 
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 2025-11-24 17:53:04 +00:00
marco370
9fe2532217 Add timestamp to synthetic data for accurate model testing 
Add a 'timestamp' column to the synthetic dataset generation in `python_ml/dataset_loader.py` to resolve a `KeyError` during model training and testing.

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 2025-11-24 17:52:16 +00:00
marco370
db54fc3235 Saved progress at the end of the loop 
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 2025-11-24 17:50:09 +00:00
Marco Lanzara
71a186a891 🚀 Release v1.0.62 
- Tipo: patch
- Database schema: database-schema/schema.sql (solo struttura)
- Data: 2025-11-24 17:47:05
 2025-11-24 17:47:05 +00:00
marco370
8114c3e508 Saved progress at the end of the loop 
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 2025-11-24 17:45:45 +00:00