Download code/src/constructors/kg_schema.py from DuyTa/cve-kgrag-db: direct link, hf CLI and curl.
- Browser
- Download file 4.59 kB
-
https://huggingface.co/datasets/DuyTa/cve-kgrag-db/resolve/main/code/src/constructors/kg_schema.py
- Command line
-
hf download hf://datasets/DuyTa/cve-kgrag-db/code/src/constructors/kg_schema.py
-
curl -L -o kg_schema.py https://huggingface.co/datasets/DuyTa/cve-kgrag-db/resolve/main/code/src/constructors/kg_schema.py
4.59 kB
| from dataclasses import dataclass | |
| from typing import List, Dict, Optional | |
| from enum import Enum | |
| class NodeType(Enum): | |
| CVE = "CVE" | |
| CWE = "CWE" | |
| CAPEC = "CAPEC" | |
| TECHNIQUE = "Technique" | |
| TACTIC = "Tactic" | |
| PRODUCT = "Product" | |
| VENDOR = "Vendor" | |
| VERSION = "Version" | |
| PLATFORM = "Platform" | |
| EXPLOIT = "Exploit" | |
| ADVISORY = "Advisory" | |
| THREAT_ACTOR = "ThreatActor" | |
| class CVENode: | |
| id: str | |
| description: str | |
| published_date: str | |
| modified_date: str | |
| cvss_v2_score: Optional[float] = None | |
| cvss_v3_score: Optional[float] = None | |
| cvss_v4_score: Optional[float] = None | |
| severity: Optional[str] = None | |
| confidentiality_impact: Optional[str] = None | |
| integrity_impact: Optional[str] = None | |
| availability_impact: Optional[str] = None | |
| exploitability_score: Optional[float] = None | |
| impact_score: Optional[float] = None | |
| attack_vector: Optional[str] = None | |
| attack_complexity: Optional[str] = None | |
| privileges_required: Optional[str] = None | |
| user_interaction: Optional[str] = None | |
| is_kev: bool = False | |
| kev_date_added: Optional[str] = None | |
| kev_due_date: Optional[str] = None | |
| has_public_exploit: bool = False | |
| has_patch: bool = False | |
| weaponization_level: str = "UNKNOWN" | |
| class ProductNode: | |
| cpe: str | |
| vendor: str | |
| product: str | |
| version: str | |
| update: str | |
| edition: str | |
| language: str | |
| sw_edition: str | |
| target_sw: str | |
| target_hw: str | |
| other: str | |
| product_family: Optional[str] = None | |
| product_category: Optional[str] = None | |
| is_end_of_life: bool = False | |
| support_status: str = "UNKNOWN" | |
| market_share: float = 0.0 | |
| criticality_score: float = 0.0 | |
| class VendorNode: | |
| name: str | |
| aliases: List[str] | |
| website: Optional[str] = None | |
| vendor_type: Optional[str] = None | |
| market_cap: Optional[float] = None | |
| is_fortune_500: bool = False | |
| class VersionNode: | |
| id: str | |
| version_string: str | |
| release_date: Optional[str] = None | |
| is_latest: bool = False | |
| is_lts: bool = False | |
| predecessor: Optional[str] = None | |
| successor: Optional[str] = None | |
| class PlatformNode: | |
| name: str | |
| platform_type: str | |
| description: Optional[str] = None | |
| class WeaknessNode: | |
| id: str | |
| name: str | |
| description: str | |
| abstraction: Optional[str] = None | |
| status: Optional[str] = None | |
| parent_cwe: Optional[str] = None | |
| child_cwes: Optional[List[str]] = None | |
| likelihood: str = "UNKNOWN" | |
| technical_impact: Optional[List[str]] = None | |
| class AttackPatternNode: | |
| id: str | |
| name: str | |
| description: str | |
| abstraction: Optional[str] = None | |
| status: Optional[str] = None | |
| typical_severity: Optional[str] = None | |
| typical_likelihood: Optional[str] = None | |
| execution_flow: Optional[List[str]] = None | |
| prerequisites: Optional[List[str]] = None | |
| skills_required: Optional[List[str]] = None | |
| resources_required: Optional[List[str]] = None | |
| class TechniqueNode: | |
| id: str | |
| name: str | |
| description: str | |
| tactic: Optional[str] = None | |
| platforms: Optional[List[str]] = None | |
| data_sources: Optional[List[str]] = None | |
| detection_methods: Optional[List[str]] = None | |
| mitigations: Optional[List[str]] = None | |
| version: Optional[str] = None | |
| created: Optional[str] = None | |
| modified: Optional[str] = None | |
| is_sub_technique: bool = False | |
| parent_technique: Optional[str] = None | |
| class ExploitNode: | |
| id: str | |
| title: str | |
| description: str | |
| exploit_type: Optional[str] = None | |
| platform: Optional[str] = None | |
| author: Optional[str] = None | |
| date_published: Optional[str] = None | |
| verified: bool = False | |
| exploit_code: Optional[str] = None | |
| proof_of_concept: bool = False | |
| reliability: str = "UNKNOWN" | |
| class RelationshipType(Enum): | |
| AFFECTS = "AFFECTS" | |
| EXPLOITS = "EXPLOITS" | |
| RELATES_TO = "RELATES_TO" | |
| USES_PATTERN = "USES_PATTERN" | |
| IMPLEMENTS_TECHNIQUE = "IMPLEMENTS_TECHNIQUE" | |
| MAPPED_TO_TACTIC = "MAPPED_TO_TACTIC" | |
| HAS_WEAKNESS = "HAS_WEAKNESS" | |
| MANUFACTURED_BY = "MANUFACTURED_BY" | |
| HAS_VERSION = "HAS_VERSION" | |
| RUNS_ON = "RUNS_ON" | |
| DEPENDS_ON = "DEPENDS_ON" | |
| SUPERSEDED_BY = "SUPERSEDED_BY" | |
| PARENT_OF = "PARENT_OF" | |
| CHILD_OF = "CHILD_OF" | |
| RELATED_TO = "RELATED_TO" | |
| PREREQUISITE_FOR = "PREREQUISITE_FOR" | |
| FOLLOWS = "FOLLOWS" | |
| TARGETS = "TARGETS" | |
| DISCOVERED_BEFORE = "DISCOVERED_BEFORE" | |
| PATCHED_BY = "PATCHED_BY" | |
| SIMILAR_TO = "SIMILAR_TO" | |
| VARIANT_OF = "VARIANT_OF" |