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feat: enrich 209 skills with MITRE ATLAS, D3FEND, and NIST AI RMF frontmatter
Added structured security framework mappings to SKILL.md frontmatter across all applicable skills: - atlas_techniques: MITRE ATLAS v5.5 AML.TXXXX IDs (81 skills, AI-targeted attack techniques) - d3fend_techniques: MITRE D3FEND v1.3 defensive technique labels (139 skills, mapped from ATT&CK IDs) - nist_ai_rmf: NIST AI RMF 1.0 subcategory IDs (85 skills, AI risk management functions) Also updates ATTACK_COVERAGE.md with coverage statistics for all three frameworks.
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---
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name: detecting-modbus-protocol-anomalies
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description: >
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This skill covers detecting anomalies in Modbus/TCP and Modbus RTU communications
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in industrial control systems. It addresses function code monitoring, register
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range validation, timing analysis, unauthorized client detection, and deep packet
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inspection for malformed Modbus frames. The skill leverages Zeek with Modbus protocol
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analyzers, Suricata IDS with OT rules, and custom Python-based detection using
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Markov chain models for normal Modbus transaction sequences.
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description: 'This skill covers detecting anomalies in Modbus/TCP and Modbus RTU communications in industrial control systems.
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It addresses function code monitoring, register range validation, timing analysis, unauthorized client detection, and deep
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packet inspection for malformed Modbus frames. The skill leverages Zeek with Modbus protocol analyzers, Suricata IDS with
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OT rules, and custom Python-based detection using Markov chain models for normal Modbus transaction sequences.
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'
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domain: cybersecurity
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subdomain: ot-ics-security
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tags: [ot-security, ics, scada, industrial-control, iec62443, modbus, protocol-anomaly]
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tags:
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- ot-security
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- ics
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- scada
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- industrial-control
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- iec62443
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- modbus
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- protocol-anomaly
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version: 1.0.0
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author: mahipal
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license: Apache-2.0
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nist_ai_rmf:
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- MEASURE-2.7
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- MAP-5.1
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- MANAGE-2.4
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atlas_techniques:
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- AML.T0070
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- AML.T0066
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- AML.T0082
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---
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# Detecting Modbus Protocol Anomalies
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