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Windows Compatibility hotfix: Remove python-magic dependency and improve PE detection logic by enforcing strict Windows-compatible PE validation.
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CHANGELOG.md

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# **v0.7.4.1 — Windows‑Compatible PE Detection Hotfix**
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IOCX v0.7.4.1 removes the `python-magic` dependency, improves PE detection accuracy, and reduces IOCX’s attack surface.
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## **Added**
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- Pure‑Python file‑type detection for full cross‑platform portability
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- Strict Windows‑compatible PE validation:
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- Require valid `e_lfanew` and `PE\0\0` signature
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- Reject MZ‑only, truncated, or malformed binaries as **UNKNOWN**
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- Prevent fallback to **TEXT** for invalid MZ files
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---
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## **Changed**
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- Removed `python-magic` dependency; file detection is now implemented entirely in Python
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---
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# **v0.7.4 — Advanced Directory Parsing & Metadata Expansion**
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IOCX v0.7.4 significantly expands static PE coverage with advanced directory parsing, extended metadata extraction, and deterministic structural validation. This release improves correctness across modern compiler outputs while preserving IOCX’s static‑only, zero execution design.

README-pypi.md

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---
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## Version highlights (v0.7.4.1)
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- Removed the `python-magic` dependency, which caused import failures on Windows systems
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- Added a pure‑Python file‑type detector for full cross‑platform portability
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- No behavioural changes to IOC extraction
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- The `--min-length` consistency fix is planned for **v0.7.5**
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## Version highlights (v0.7.4)
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- Full **Load Config Directory** parsing and validation

README.md

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<p align="center">
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<a href="https://pypi.org/project/iocx/"><img src="https://img.shields.io/pypi/v/iocx?logo=pypi&logoColor=white"></a>
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<img src="https://img.shields.io/badge/tests-947_passed-brightgreen">
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<img src="https://img.shields.io/badge/tests-945_passed-brightgreen">
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<img src="https://img.shields.io/badge/coverage-100%25-brightgreen">
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<img src="https://img.shields.io/badge/python-3.12-blue">
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<a href="https://github.com/iocx-dev/iocx/actions"><img src="https://img.shields.io/github/actions/workflow/status/iocx-dev/iocx/ci.yml?label=build"></a>
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<summary><strong>Show Version History</strong></summary>
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<br>
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### **v0.7.4.1 — Windows Compatibility Hotfix**
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- Removed the `python-magic` dependency, which caused import failures on Windows systems
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- Added a pure‑Python file‑type detector for full cross‑platform portability
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- Improve PE detection logic by enforcing strict Windows-compatible PE validation.
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- No behavioural changes to IOC extraction
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- The `--min-length` consistency fix is planned for **v0.7.5**
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---
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### **v0.7.4 — Advanced Directory Parsing**
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- Full **Load Config Directory** parsing and validation
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- Extended Optional Header metadata for downstream heuristics
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- New GuardCF, cookie, anomaly heuristics
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- Faster PE Analysis
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- 99 PE fixtures in test suite; 45 fully spec-validated
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---
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### **v0.7.3 — Structural Correctness & Deterministic Heuristics**
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- Major hardening of all PE structural validators
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- Deterministic, snapshot‑stable behaviour

SECURITY.md

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Current runtime dependencies:
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- **pefile** — PE parsing and structural inspection
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- **python‑magic** — file‑type detection via signature analysis
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- **idna** — punycode decoding and Unicode domain normalisation
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No additional libraries are required for core functionality. IOCX performs:

docs/security/threat-model.md

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| STRIDE | Threat | Description | Mitigation |
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|--------|------------------------|----------------------------------------------------|----------------------------------------------|
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| **S** | Spoofing | Fake file types | Signature‑based detection via python‑magic |
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| **S** | Spoofing | Fake file types | Signature‑based detection |
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| **T** | Tampering | Malformed binaries crafted to break parsers | Defensive parsing; try/except wrappers |
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| **R** | Repudiation | Attacker denies supplying malicious file | Out of scope; IOCX does not track provenance |
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| **I** | Information Disclosure | Sensitive data inside files | IOCX does not transmit or store data |
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| **D** | Denial of Service | Zip bombs, oversized binaries, pathological inputs | Bounded parsing; timeouts |
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| **E** | Elevation of Privilege | Malicious file triggers code execution | No execution, no deserialization, no eval |
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### 3. File Type Detection (python‑magic)
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### 3. File Type Detection (pure python)
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| STRIDE | Threat | Description | Mitigation |
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|--------|------------------------|----------------------------------------|---------------------------------------|
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| **S** | Spoofing | File claims incorrect MIME type | Signature‑based detection |
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| **S** | Spoofing | File claims incorrect file format | Signature‑based detection |
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| **T** | Tampering | Malformed headers crash detection | Exception handling; safe fallback |
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| **R** | Repudiation | Incorrect type classification | Non‑security‑critical; local‑only |
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| **I** | Information Disclosure | Revealing internal detection logic | No sensitive data; local‑only |
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| **D** | Denial of Service | Crafted files cause excessive scanning | Bounded reads; timeouts |
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| **E** | Elevation of Privilege | Exploiting python‑magic | Minimal dependency; audited regularly |
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| **E** | Elevation of Privilege | Exploiting native libraries | Minimal dependency; audited regularly |
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### 4. PE Parser (pefile)
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iocx/utils.py

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# Copyright (c) 2026 MalX Labs and contributors
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# SPDX-License-Identifier: MPL-2.0
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import magic
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class FileType:
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TEXT = "text"
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PE = "pe"
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def detect_file_type(path: str) -> str:
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try:
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mime = magic.from_file(path, mime=True)
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except Exception:
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mime = ""
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# Text detection
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if mime in ("text/plain", "application/json", "application/xml"):
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return FileType.TEXT
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"""
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Pure‑Python file type detection.
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Removes dependency on python‑magic for full Windows portability.
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"""
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# Try PE detection via magic
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if "dosexec" in mime or "msdownload" in mime or "portable-executable" in mime:
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return FileType.PE
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# Fallback: check for MZ header
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try:
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with open(path, "rb") as f:
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if f.read(2) == b"MZ":
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return FileType.PE
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header = f.read(4096)
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except Exception:
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pass
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return FileType.UNKNOWN
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if not header:
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return FileType.UNKNOWN
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# -------------------------
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# PE (Portable Executable)
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# ----------------------------------------------------------------------
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# WHY WE VERIFY THE HEADER
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#
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# A file beginning with "MZ" is not enough to classify it as a PE.
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# Windows itself performs two checks before treating a file as a valid
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# Portable Executable:
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#
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# 1. DOS header magic: "MZ"
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# 2. e_lfanew at 0x3C: offset to the real PE header
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# 3. PE signature at offset: "PE\0\0"
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#
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# If any of these checks fail, Windows will not load the binary.
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#
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# IOCX mirrors this behaviour. Returning FileType.PE triggers expensive
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# static analysis (entropy, imports, heuristics, section walking, etc).
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# We therefore only classify a file as PE when it meets the same minimal
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# structural requirements that Windows enforces.
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#
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# This prevents:
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# - wasted analysis on intentionally corrupted or spoofed "MZ" files
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# - attacker‑driven DoS via fake PE headers
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# - false positives from truncated or malformed binaries
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#
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# If a file claims to be "MZ" but fails verification, we treat it as
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# UNKNOWN rather than PE, because Windows would reject it as well.
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# ----------------------------------------------------------------------
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if header.startswith(b"MZ"):
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try:
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# Need at least up to 0x3C + 4 bytes for e_lfanew
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if len(header) >= 0x40:
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pe_offset = int.from_bytes(header[0x3C:0x40], "little")
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# Ensure PE header lies within the bytes we actually read
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if 0 <= pe_offset <= len(header) - 4:
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if header[pe_offset:pe_offset + 4] == b"PE\x00\x00":
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return FileType.PE
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return FileType.UNKNOWN
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except Exception:
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return FileType.UNKNOWN
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# ELF / Mach-O
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if mime == "application/x-executable":
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# -------------------------
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# ELF
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# -------------------------
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if header.startswith(b"\x7fELF"):
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return FileType.ELF
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if mime == "application/x-mach-binary":
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# -------------------------
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# Mach‑O (fat + thin)
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# -------------------------
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macho_magic = (
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b"\xfe\xed\xfa\xce", # 32‑bit
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b"\xfe\xed\xfa\xcf", # 64‑bit
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b"\xce\xfa\xed\xfe", # reverse
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b"\xcf\xfa\xed\xfe", # reverse 64
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b"\xca\xfe\xba\xbe", # fat
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b"\xbe\xba\xfe\xca", # fat reverse
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)
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if header[:4] in macho_magic:
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return FileType.MACHO
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# --- Archive formats ---
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if mime in ("application/zip", "application/x-zip-compressed"):
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# -------------------------
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# ZIP
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# -------------------------
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if header.startswith(b"PK\x03\x04"):
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return FileType.ZIP
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if mime in ("application/x-tar", "application/x-gtar"):
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# -------------------------
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# TAR (ustar)
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# -------------------------
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if b"ustar" in header:
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return FileType.TAR
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if mime in ("application/x-7z-compressed", "application/x-7z"):
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# -------------------------
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# 7z
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# -------------------------
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if header.startswith(b"7z\xBC\xAF\x27\x1C"):
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return FileType.SEVEN_Z
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return FileType.UNKNOWN
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# -------------------------
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# Text detection
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# -------------------------
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try:
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header.decode("utf-8")
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return FileType.TEXT
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except UnicodeDecodeError:
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return FileType.UNKNOWN

pyproject.toml

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[project]
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name = "iocx"
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version = "0.7.4"
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version = "0.7.4.1"
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description = "A deterministic, high‑performance static‑analysis engine that extracts high‑signal IOCs from PE binaries, text, and logs — built for SOC automation and modern threat‑analysis pipelines."
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authors = [
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{ name = "MalX Labs" }
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dependencies = [
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"pefile>=2024.8.26",
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"python-magic>=0.4.27",
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"idna>=3.6",
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]
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tests/unit/cli/test_cli_ext.py

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import sys
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from pathlib import Path
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import json
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import pytest
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def run_cli(*args, input=None):
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@pytest.mark.skip("The `--min-length` flag is currently not applied to URLs extracted from binary-mode scanning. This behaviour will be corrected in **v0.7.5** to ensure consistent filtering across all extraction paths.")
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def test_cli_min_length_flag(tmp_path):
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sample = tmp_path / "sample.bin"
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