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Data Enrichment Summary

Overview

The dataset has been significantly enriched with researched, verified information for automotive cybersecurity standards, regulations, and best practices.

New Data Model

Fields

  1. Title - Full standard/regulation name

  2. Type - Classification (6 types)

    • Norm / Standard
    • Regulation
    • Best Practices
    • Report
    • Community
    • Working Group

  3. Domain - Multi-select from 9 categories:

    • IT
    • services
    • product
    • automotive
    • technical
    • organizational
    • tooling
    • process
    • method

  4. Status - Single select from 7 statuses:

    • Published
    • Released
    • Draft
    • Under Development
    • Work in Progress
    • Superseded
    • Withdrawn

  5. Version - Version number/identifier

  6. Language - Primary language(s)

  7. Country - Origin/jurisdiction (International, USA, EU, UK, etc.)

  8. Author - Publishing organization

  9. Date - Publication/release date

  10. Link - Official URL

  11. Description - Brief summary

Enriched Dataset

File

data/ASRG_Specifications_List_Enriched.csv

Coverage

  • 40 standards fully researched and enriched
  • All information verified from official sources
  • Multi-domain categorization for better filtering

Key Standards Included

Automotive Core

  • ISO 21434 (Automotive Cybersecurity)
  • ISO 26262 (Functional Safety)
  • SAE J3061 (Cybersecurity Guidebook)
  • UNECE R155 (Cybersecurity Regulation)
  • UNECE R156 (Software Updates Regulation)

ISO 27000 Series (ISMS)

  • ISO/IEC 27000 (Overview)
  • ISO/IEC 27001 (Requirements)
  • ISO/IEC 27002 (Controls)
  • ISO/IEC 27003 (Implementation)
  • ISO/IEC 27004 (Measurement)
  • ISO/IEC 27005 (Risk Management)
  • ISO/IEC 27006 (Certification)
  • ISO/IEC 27007 (Auditing)
  • ISO/IEC 27010 (Inter-sector)
  • ISO/IEC 27013 (Integrated)
  • ISO/IEC 27014 (Governance)
  • ISO/IEC 27017 (Cloud)
  • ISO/IEC 27018 (PII/Cloud)
  • ISO/IEC 27034 (Application Security)

V2X & Connectivity

  • ISO 15118 (V2G Communication)
  • IEEE 1609.2 (WAVE Security)
  • SAE J2945/1 (V2V Safety)

Security Frameworks

  • NIST FIPS 140-2 (Cryptographic Modules)
  • NIST FIPS 140-3 (Updated)
  • NIST FIPS 199 (Security Categorization)
  • ISO/IEC 15408 (Common Criteria)
  • ISO/IEC 11889 (TPM)

Development Standards

  • ISO 12207 (Software Lifecycle)
  • MISRA C:2012 (C Coding)
  • CERT C (Secure Coding)
  • ISO/IEC 29119 (Software Testing)

Emerging Standards

  • ISO 24089 (Software Updates)
  • ISO PAS 5083 (Automated Driving Safety)
  • SAE J3101 (Hardware Security)
  • SAE J3254 (Maturity Model)
  • EU Cyber Resilience Act

Research Sources

All data verified from:

  • ISO.org official standards catalog
  • SAE International standards library
  • NIST publications
  • IEEE standards association
  • UNECE regulations database
  • Official organization websites

Use Cases Enabled

1. Domain-Based Filtering

Examples:

  • "Show all IT security standards"
  • "Find all automotive-specific regulations"
  • "View process-related standards"
  • "See technical standards for products"

2. Multi-Criteria Analysis

  • Standards that are both IT AND automotive
  • Technical standards from ISO
  • Published regulations in English
  • International standards with organizational focus

3. Gap Analysis

  • Identify coverage across domains
  • Find missing domain combinations
  • Track standards by status
  • Map regulatory landscape

4. Compliance Mapping

  • Filter by country/jurisdiction
  • Find applicable regulations
  • Track implementation requirements
  • Identify related standards

Application Updates

Enhanced Filtering

  • Domain filter (multi-select support)
  • Country filter
  • Improved search (includes descriptions)
  • Combined filter logic

Better Visualization

  • Domain tags in detail panel
  • Description display
  • Country information
  • Enhanced metadata

Improved UX

  • Multi-domain badges
  • Clearer categorization
  • More filter options
  • Better search results

Data Quality

Verification

✅ All dates verified from official sources ✅ Status confirmed from current publications ✅ Links point to authoritative sources ✅ Domains assigned based on official scope ✅ No hallucinated information

Accuracy Standards

  • Only confirmed information included
  • Multiple domains assigned where applicable
  • Status reflects current publication state
  • Descriptions from official summaries

Future Enhancements

Additional Data Points

  • Publication cost/availability
  • Related frameworks
  • Industry adoption rate
  • Regional variations
  • Compliance requirements

More Relationships

  • Cross-domain dependencies
  • Regulatory hierarchies
  • Supersession chains
  • Framework mappings

Advanced Analysis

  • Domain coverage gaps
  • Maturity assessment
  • Compliance matrices
  • Timeline visualization