Command sequences. Closes #457#468
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regulartim merged 9 commits intointelowlproject:developfrom Feb 21, 2025
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* Command sequences. Closes #457 (#468) * add CommandSequence model * add CommandSequence model to admin page * make migration file * add unique constraint to commands hash in CommandSequence model * add extraction of command sequences * add tests * add clustering task for command sequences * limit single command length during extraction * add tests for clustering * add 10 second delay to extraction jobs (will hopefully fix #451) * removed twitter publish cause not working * Deliver scores in Feeds API (#473) * add scores to serializer * fix docstring * add scores to required fields in deeds_response function * adapt tests * fix constant assignments (see #469) * make pending migration * skip empty IP address fields when extracting attacker data fixes #475 * Advanced feeds integration (#476) * Rename "age" to "prioritize" in backend code and add new prioritization mechanisms * Rename "age" to "prioritize" in frontend code * fix tests * adapt frontend tests * Bump numpy from 2.2.2 to 2.2.3 in /requirements (#465) Bumps [numpy](https://github.com/numpy/numpy) from 2.2.2 to 2.2.3. - [Release notes](https://github.com/numpy/numpy/releases) - [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst) - [Commits](numpy/numpy@v2.2.2...v2.2.3) --- updated-dependencies: - dependency-name: numpy dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * bump --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: tim <46972822+regulartim@users.noreply.github.com> Co-authored-by: tim <tim.leonhard@posteo.de> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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Description
This PR introduces a new data model, CommandSequence, that captures command patterns from Cowrie honeypot sessions. Also included is a clustering system for these sequences, implemented as a daily cronjob. The clustering feature can be enabled/disabled via environment variable due to computational requirements (O(n²) complexity).
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