New Value Detector
The Charset Detector raises alerts when previously unseen characters appear in configured fields. It is useful to detect novelty, configuration drift, or the appearance of new actors in the environment.
| Schema | Description | |
|---|---|---|
| Input | ParserSchema | Structured log |
| Output | DetectorSchema | Alert / finding |
Description
This detector maintains a lightweight set of observed characters per monitored field and emits an alert when a character not present in the set is seen for the first time (subject to configuration).
Configuration example
detectors:
CharsetDetector:
method_type: charset_detector
auto_config: False
params: {}
events:
1:
test:
params: {}
variables:
- pos: 0
name: var1
params:
threshold: 0.
header_variables:
- pos: level
params: {}
Example usage
from detectmatelibrary.detectors.charset_detector import CharsetDetector
import detectmatelibrary.schemas as schemas
detector = CharsetDetector(name="CharsetTest", config=cfg)
parsed_data = schemas.ParserSchema({
"parserType": "test",
"EventID": 1,
"template": "test template",
"variables": ["var1"],
"logID": "1",
"parsedLogID": "1",
"parserID": "test_parser",
"log": "test log message",
"logFormatVariables": {"timestamp": "123456"}
})
alert = detector.process(parsed_data)
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