Files
cve/scripts/build_site.py
T

406 lines
14 KiB
Python

from __future__ import annotations
import argparse
import csv
import gzip
import io
import json
import re
import urllib.request
from datetime import datetime, timezone
from functools import lru_cache
from pathlib import Path
from typing import Collection, Dict, List, Optional
from urllib.parse import urlparse
ROOT = Path(__file__).resolve().parents[1]
CVES = ROOT / "cves"
INDEX = ROOT / "index"
DOCS_DIR = ROOT / "docs"
BLACKLIST = INDEX / "blacklist.txt"
TRENDING_INPUT = INDEX / "trending.json"
CVE_OUTPUT = DOCS_DIR / "CVE_list.json"
TRENDING_OUTPUT = DOCS_DIR / "trending_poc.json"
REPO_META = INDEX / "repo_meta.json"
REPO_META_OUTPUT = DOCS_DIR / "repo_meta.json"
KEV_INPUT = INDEX / "kev.json"
DATES_INPUT = INDEX / "cve_dates.json"
KEV_OUTPUT = DOCS_DIR / "kev.json"
NUCLEI_INPUT = INDEX / "nuclei.json"
NUCLEI_OUTPUT = DOCS_DIR / "nuclei.json"
METADATA_INPUT = INDEX / "metadata"
METADATA_OUTPUT = DOCS_DIR / "cve_metadata.json"
VERIFIED_REFERENCES = INDEX / "reference_pocs.txt"
EPSS_OUTPUT = DOCS_DIR / "epss.json"
EPSS_FEED = "https://epss.empiricalsecurity.com/epss_scores-current.csv.gz"
def load_blacklist() -> set[str]:
if not BLACKLIST.exists():
return set()
return {
line.strip().lower()
for line in BLACKLIST.read_text(encoding="utf-8").splitlines()
if line.strip() and not line.lstrip().startswith("#")
}
def normalise_block(text: str) -> str:
text = text.replace("\r\n", "\n")
text = re.sub(r"\n{2,}", "\n", text.strip())
lines = [
re.sub(r"^#{1,6}\s+", "", line.lstrip("- ")).rstrip()
for line in text.split("\n")
]
return "\n".join(line for line in lines if line)
SECTION_HEADERS = ("### Description", "### POC", "#### Reference", "#### Github",
"#### Nuclei", "#### ExploitDB", "#### Metasploit", "#### Vulhub",
"#### Collections")
# Sections whose links are kept apart from the repository list, with the
# field each becomes in the published index.
CURATED = (
("#### Nuclei", "nuclei"),
("#### ExploitDB", "edb"),
("#### Metasploit", "msf"),
("#### Vulhub", "vulhub"),
("#### Collections", "collections"),
)
@lru_cache(maxsize=1)
def load_metadata() -> Dict[str, object]:
"""Canonical NVD metadata assembled from the tracked year shards."""
entries: Dict[str, object] = {}
if not METADATA_INPUT.exists():
return entries
for path in sorted(METADATA_INPUT.glob("[12][0-9][0-9][0-9].json")):
payload = json.loads(path.read_text(encoding="utf-8"))
if not isinstance(payload, dict):
raise ValueError(f"{path} is not a CVE metadata object")
entries.update(payload)
return entries
@lru_cache(maxsize=1)
def load_verified_references() -> set[tuple[str, str]]:
"""CVE Program references with direct exploit evidence."""
try:
lines = VERIFIED_REFERENCES.read_text(encoding="utf-8").splitlines()
except OSError:
return set()
verified: set[tuple[str, str]] = set()
for line in lines:
if " - " not in line:
continue
cve_id, url = line.split(" - ", 1)
if cve_id and url:
verified.add((cve_id, link_key(url)))
return verified
def parse_sections(content: str) -> Dict[str, str]:
"""Split an entry on its own headings only.
CVE text lifted from a GitHub advisory often opens with "### Impact" or
"### Summary"; treating any heading as a boundary let a description end
itself and vanish from the index.
"""
sections: Dict[str, str] = {}
current_header: Optional[str] = None
buffer: List[str] = []
for line in content.splitlines():
header = line.strip()
if header in SECTION_HEADERS:
if current_header is not None:
sections[current_header] = "\n".join(buffer).strip()
current_header = header
buffer = []
else:
buffer.append(line)
if current_header is not None:
sections[current_header] = "\n".join(buffer).strip()
return sections
def repo_from_url(url: str) -> str:
try:
parsed = urlparse(url)
host = (parsed.netloc or "").lower()
if host and "github" not in host:
return ""
path = parsed.path or url
except Exception:
path = url
parts = path.strip("/").split("/")
if len(parts) >= 2:
return "/".join(parts[:2]).lower()
return (parts[-1] if parts else "").lower()
def is_blacklisted(url: str, blacklist: Collection[str]) -> bool:
full_name = repo_from_url(url)
if not full_name:
return False
return full_name in blacklist
def link_key(url: str) -> str:
parsed = urlparse(url)
if (parsed.hostname or "").lower() not in {"github.com", "www.github.com"}:
return url.rstrip("/")
parts = [part for part in parsed.path.split("/") if part]
if len(parts) < 2:
return url
repo = f"{parts[0]}/{parts[1]}".lower()
suffix = "/" + "/".join(parts[2:]) if len(parts) > 2 else ""
return f"github:{repo}{suffix}?{parsed.query}#{parsed.fragment}"
def collect_links(block: str, *, blacklist: Optional[Collection[str]] = None) -> List[str]:
links: List[str] = []
blacklist = blacklist or set()
for raw in block.splitlines():
entry = raw.strip()
if not entry or "No PoCs" in entry:
continue
if entry.startswith("- "):
entry = entry[2:].strip()
if not entry:
continue
if is_blacklisted(entry, blacklist):
continue
if entry not in links:
links.append(entry)
return links
def build_cve_list(blacklist: Collection[str]) -> tuple[List[Dict[str, object]], int]:
cve_entries = []
dates = load_dates()
metadata = load_metadata()
verified_references = load_verified_references()
total = 0
for md_path in sorted(CVES.glob("[12][0-9][0-9][0-9]/CVE-*.md")):
cve_id = md_path.stem
if (metadata.get(cve_id) or {}).get("rejected"):
continue
total += 1
content = md_path.read_text(encoding="utf-8")
sections = parse_sections(content)
description = normalise_block(sections.get("### Description", ""))
references = collect_links(sections.get("#### Reference", ""), blacklist=blacklist)
github_links = collect_links(sections.get("#### Github", ""), blacklist=blacklist)
# These stay in their own lists: a template, an ExploitDB entry and a
# Metasploit module are none of them somebody's repository, and should
# not be ranked, starred or credited as one.
curated = {
field: collect_links(sections.get(header, ""), blacklist=blacklist)
for header, field in CURATED
}
curated_keys = {
link_key(url)
for links in curated.values()
for url in links
}
advisory_only = {
link_key(str(row[0]))
for row in (metadata.get(cve_id) or {}).get("advisories", [])
if isinstance(row, list)
and row
and "Exploit" not in (row[1] if len(row) > 1 and isinstance(row[1], list) else [])
and (cve_id, link_key(str(row[0]))) not in verified_references
}
poc_entries: List[str] = []
seen = set()
for link in references:
key = link_key(link)
if key not in seen and key not in curated_keys and key not in advisory_only:
poc_entries.append(link)
seen.add(key)
for link in github_links:
key = link_key(link)
if key not in seen and key not in curated_keys:
poc_entries.append(link)
seen.add(key)
if not poc_entries and not any(curated.values()):
continue
entry = {
"cve": cve_id,
"desc": description,
"poc": poc_entries,
}
published, modified = (dates.get(cve_id) or ["", ""])[:2]
if published:
entry["published"] = published
if modified and modified != published:
entry["modified"] = modified
entry.update({field: links for field, links in curated.items() if links})
cve_entries.append(entry)
return cve_entries, total
def build_repo_meta(cve_entries: List[Dict[str, object]]) -> Dict[str, object]:
"""Star count and last-push date for the repositories the index actually links."""
try:
stored = json.loads(REPO_META.read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError):
return {}
linked = {
repo_from_url(url)
for entry in cve_entries
for url in entry["poc"]
if repo_from_url(url)
}
return {name: value for name, value in stored.items() if name in linked}
def load_dates() -> Dict[str, list]:
"""When the CVE Program first published each record and last changed it."""
try:
return json.loads(DATES_INPUT.read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError):
return {}
def build_kev(cve_entries: List[Dict[str, object]]) -> Dict[str, object]:
"""CISA's known-exploited entries, limited to CVEs the index carries."""
try:
stored = json.loads(KEV_INPUT.read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError):
return {}
have = {str(entry["cve"]) for entry in cve_entries}
return {cve: value for cve, value in stored.items() if cve in have}
def build_nuclei(cve_entries: List[Dict[str, object]]) -> Dict[str, object]:
"""Severity, CVSS, EPSS and CWE per CVE, limited to the ones indexed."""
try:
stored = json.loads(NUCLEI_INPUT.read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError):
return {}
have = {str(entry["cve"]) for entry in cve_entries}
keep = ("severity", "cvss", "cvss_vector", "epss", "epss_pct", "cwe")
return {
cve: {field: value[field] for field in keep if field in value}
for cve, value in stored.items()
if cve in have
}
def build_metadata(cve_entries: List[Dict[str, object]]) -> Dict[str, object]:
"""CVSS generations and vetted advisories for CVEs published on the site."""
have = {str(entry["cve"]) for entry in cve_entries}
keep = ("cvss", "advisories")
return {
cve: {field: value[field] for field in keep if field in value}
for cve, value in load_metadata().items()
if cve in have and isinstance(value, dict)
}
def build_epss(cve_entries: List[Dict[str, object]]) -> Dict[str, object]:
"""FIRST's exploitation probability, limited to the CVEs indexed.
EPSS answers the question the PoC count cannot: of everything with exploit
code published, which is actually being used. The feed covers essentially
the whole index, so it is fetched here rather than tracked in the
repository, where a daily rescore of 366,000 rows would be pure churn.
"""
try:
with urllib.request.urlopen(EPSS_FEED, timeout=180) as response:
raw = gzip.decompress(response.read()).decode("utf-8", "replace")
except Exception as problem:
print(f"EPSS feed unavailable ({problem}); scores left out of this build")
return {}
have = {str(entry["cve"]) for entry in cve_entries}
text = io.StringIO(raw)
text.readline() # the feed opens with a model version comment, not a header
scores: Dict[str, object] = {}
for row in csv.DictReader(text):
cve = (row.get("cve") or "").strip().upper()
if cve not in have:
continue
try:
scores[cve] = [round(float(row["epss"]), 5), round(float(row["percentile"]), 4)]
except (KeyError, TypeError, ValueError):
continue
return scores
def build_trending(blacklist: Collection[str]) -> List[Dict[str, object]]:
"""The trending job's own output, minus anything the blacklist covers."""
try:
rows = json.loads(TRENDING_INPUT.read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError):
return []
return [
row for row in rows
if row.get("url") and not is_blacklisted(str(row["url"]), blacklist)
]
def write_json(path: Path, data, *, indent: Optional[int] = None) -> None:
path.parent.mkdir(parents=True, exist_ok=True)
with path.open("w", encoding="utf-8") as handle:
json.dump(data, handle, ensure_ascii=False, indent=indent,
separators=None if indent else (",", ":"))
def main() -> int:
argparse.ArgumentParser(description="Build the CVE PoC site data files").parse_args()
DOCS_DIR.mkdir(parents=True, exist_ok=True)
blacklist = load_blacklist()
cve_payload, total_cves = build_cve_list(blacklist)
write_json(CVE_OUTPUT, cve_payload)
repo_meta = build_repo_meta(cve_payload)
write_json(REPO_META_OUTPUT, repo_meta)
kev = build_kev(cve_payload)
write_json(KEV_OUTPUT, kev)
nuclei = build_nuclei(cve_payload)
write_json(NUCLEI_OUTPUT, nuclei)
metadata = build_metadata(cve_payload)
write_json(METADATA_OUTPUT, metadata)
epss = build_epss(cve_payload)
write_json(EPSS_OUTPUT, epss)
trending_items = build_trending(blacklist)
write_json(
TRENDING_OUTPUT,
{
"generated": datetime.now(timezone.utc).isoformat(),
"total_cves": total_cves,
"with_pocs": len(cve_payload),
"items": trending_items,
},
indent=2,
)
print(
f"Wrote {CVE_OUTPUT.name} ({len(cve_payload)} of {total_cves} CVEs), "
f"{REPO_META_OUTPUT.name} ({len(repo_meta)} repositories), "
f"{KEV_OUTPUT.name} ({len(kev)} known-exploited), "
f"{NUCLEI_OUTPUT.name} ({len(nuclei)} rated), "
f"{METADATA_OUTPUT.name} ({len(metadata)} enriched), "
f"{EPSS_OUTPUT.name} ({len(epss)} scored) and {TRENDING_OUTPUT.name}"
)
return 0
if __name__ == "__main__":
raise SystemExit(main())