CWE Intelligence Dashboard

Showing comprehensive analysis across all years (1999-2026)

Total CWEs

Unique weakness types

CVEs with CWE

Classified vulnerabilities

Most common weakness

Top 5 CWE Share

Combined dominance

Top Common Weakness Enumerations

Most frequently occurring CWE types in CVE database

CWE Categories

Distribution by weakness category

Categories based on CWE Research Concepts taxonomy.

AI CWE Categories

Machine Learning Reclassified CWE Distribution

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Total AI Classified

CVEs with AI CWE

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ML/NVD Match Rate

Agreement with official

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Unique AI CWEs

Distinct classifications

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Different from NVD

ML differs from NVD

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CWE Coverage

% of CVEs with AI CWE

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Missing NVD CWE

CVEs without NVD CWE

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AI Augmented

CWE added by ML

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Total AI Generated

All AI CWE assignments

CWE Source (where did CWE come from?)

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🌿 AI CWE Leaf CWE

ML predicted specific CWE

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AI CWE Parent CWE

ML fell back to parent

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NVD Provided

CWE from NVD (no ML)

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Other Classifiers

Heuristic/LLM methods

AI CWE vs NVD CWE Comparison (True AI Predictions Only)

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AI CWE Predicted

ML leaf/parent predictions

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NVD Agreement

ML predicted = NVD

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≠ NVD Disagreement

ML predicted ≠ NVD

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➕ AI CWE Enriched

NVD had no CWE, ML added

CWE Usage Status (MITRE recommendation)

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Allowed

CWE approved for mapping

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Discouraged

CWE not recommended

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❓ No Data

Usage not in CWE DB

Top Common Weakness Enumerations (AI CWE Classification)

Top 5 AI CWE Share

— of all ML classifications

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CWE Intelligence Insights

Most Critical

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Trend Analysis

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Temporal Trends

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Detailed CWE Analysis

Comprehensive breakdown with NVD and ML classifications

Rank	CWE ID	Description	NVD Count	NVD %	AI CWE Count	AI CWE %	NVD Status

Showing 1-25 of 68 CWEs

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