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GHSA-pcc4-rvhr-2pr8

MediumCVSS 6.8 / 10
Published Oct 19, 2026·Last modified Oct 19, 2026
Affected Components(1)
PyPI logographifyy
0.7.2 – 0.9.70
Description

Summary

The Fortran extractor's C-preprocessor step (graphify/extractors/fortran.py, _cpp_preprocess) applies an incomplete #include hardening. The -nostdinc -I /dev/null flags it relies on (comment "Security (F-007)") do not stop a capital-F Fortran source file from including absolute paths (#include "/etc/passwd") or from path-traversing out of the corpus (#include "../../../../home/victim/.ssh/id_rsa"). cpp always searches the directory of the file being preprocessed for quoted includes and always honours absolute include paths, regardless of -nostdinc/-I. As a result, indexing an untrusted repository that contains a .F/.F90/.F95/.F03/.F08 file reads arbitrary local files off the host and inlines their contents into the knowledge graph, which is then shipped to the LLM/agent and written to the on-disk, shareable output (graph.json, GRAPH_REPORT.md, the Obsidian wiki, HTML/SVG exports).

This is the exact "corpus-side file-exfiltration vector" the F-007 comment says it is defending against; the mitigation is bypassable.

Severity

High. Arbitrary local-file read on the host, triggered by graphify's core action (indexing an untrusted folder — "turn any folder of code ... into a queryable knowledge graph"), defeating a documented security control. It runs on the default, offline, no-API-key AST path (graphify update . / graphify extract) — no credentials, network, or LLM call required. CWE-73 (external control of file name/path) / CWE-22 (path traversal) / CWE-200 (information exposure).

Where

graphify/extractors/fortran.py, _cpp_preprocess():

result = subprocess.run(
    ["cpp", "-w", "-P", "-nostdinc", "-I", "/dev/null", str(path.resolve())],
    capture_output=True, timeout=30,
)

Reached from extract_fortran() (same file) for any suffix in _FORTRAN_CPP_EXTS = {".F", ".F90", ".F95", ".F03", ".F08"}, which are collected by default (detect.CODE_EXTENSIONS) and dispatched by extract._DISPATCH.

Why the mitigation does not work

-nostdinc only removes the standard system include directories, and -I /dev/null only sets the additional search path. Neither affects:

  1. Absolute includes — #include "/etc/passwd" is opened directly by cpp.
  2. Quoted includes relative to the current file — cpp always searches the directory containing the file being preprocessed for #include "...", so #include "../../../../etc/shadow" traverses out of the corpus.

Proof of concept (verified)

Reproduced against the shipped code with the exact command _cpp_preprocess builds (cpp -w -P -nostdinc -I /dev/null <file>), and against extract_fortran() directly.

Secret on disk (/tmp/secret.txt): TOP_SECRET_...

(a) Absolute include — evil_abs.F90:

program evil
#include "/absolute/path/to/secret.txt"
end program evil

(b) Relative traversal — evil_rel.F90:

program evil
#include "../secret.txt"
end program evil

Both produce preprocessed output containing the full secret file contents ("SECRET IN OUTPUT: True" for both).

Surfacing into the graph — leak.F90 places the include in an identifier position via a free-form continuation so the leaked value becomes a node/edge:

module m
contains
subroutine s
use &
#include "/path/to/token.secret"
end subroutine s
end module m

extract_fortran() on this file emits a node whose label is the entire single-line contents of token.secret and an imports edge to it. That node is written to graph.json / GRAPH_REPORT.md / the wiki and returned by the MCP query_graph / get_node / get_neighbors tools — i.e. exfiltrated into the agent's context and into persisted, shareable artifacts.

Fidelity note: Fortran is case-insensitive, so captured identifiers are lower-cased. Case-insensitive secrets (file paths, hostnames, usernames, hex tokens, connection-string fragments, and the mere existence/partial content of a readable file) leak cleanly; high-entropy case-sensitive blobs (base64/JWT) are partially corrupted by the lower-casing but still confirm readability and structure. Single-token-per-line secret files (API-key files, single-line credential/token files) leak that token in full (lower-cased). Requires cpp/gcc on PATH (near-ubiquitous on the dev/CI hosts graphify targets); it cleanly falls back to raw bytes when absent.

Suggested fix

Mirror the containment approach already used elsewhere in the codebase (_project_xml_is_safe, security.validate_graph_path): before invoking cpp, scan the source for #include directives and refuse or neutralise any include whose target is absolute or resolves outside the corpus/repo root. Concretely, in _cpp_preprocess:

  • Parse #include "..." / #include <...> directives.
  • Resolve each target against the file's directory; if it is absolute, or its .resolve() escapes the scan root, strip that line (or fall back to path.read_bytes() with no preprocessing).
  • Only allow includes that resolve to a path inside the corpus root.

A blunter but safe alternative is to strip all #include lines before preprocessing (macros still expand; cross-file includes lose fidelity but no host files can be read). Running cpp inside a filesystem sandbox (bwrap/unshare with only the corpus mounted) would also close it but is heavier.

Detected by

Aeon vuln-scanner. Semgrep flagged the Fortran subprocess path; manual review of the F-007 mitigation plus an empirical cpp repro confirmed the bypass.

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Risk Scores
Base Score
6.8

The vulnerability requires local access to the device to be exploited. It is easy for an attacker to exploit this vulnerability. An attacker does not need any special privileges or access rights.

Threat Intelligence
4.3

Exploitation attempts have been detected. Elevated vigilance and prompt remediation are advised.

EPSS
N/A

Probability that this vulnerability will be exploited in the wild within the next 30 days.

Exploit
Not available

We did not find any exploit available. Neither in GitHub repositories nor in the Exploit-Database.

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