Radoslaw Mazur

48 papers A 4Misc 11Journal 10Unranked 22
YearRankTypeTitle / Venue / Authors
2019 Misc conf
ICASSP
Radoslaw Mazur, Fabrice Katzberg, Alfred Mertins
2018 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2018 Misc conf
ICASSP
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2018 conf
EUSIPCO
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Radoslaw Mazur, Alfred Mertins
2018 conf
IWAENC
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Martina Böhme, Alfred Mertins
2018 conf
ITG Symposium on Speech Communication
Radoslaw Mazur, Fabrice Katzberg, Martina Böhme, Alfred Mertins
2018 conf
IWAENC
Radoslaw Mazur, Fabrice Katzberg, Martina Böhme, Alfred Mertins
2017 A conf
INTERSPEECH
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 J jnl
CoRR
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 Misc conf
ICASSP
Huy Phan, Philipp Koch, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Radoslaw Mazur, Alfred Mertins
2017 Misc conf
ICASSP
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2017 conf
HSCMA
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2017 conf
HSCMA
Radoslaw Mazur, Fabrice Katzberg, Huy Phan, Alfred Mertins
2017 conf
EUSIPCO
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2016 J jnl
CoRR
Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2016 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2016 Misc conf
ICASSP
Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2016 J jnl
CoRR
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
CoRR
Huy Phan, Philipp Koch, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2015 conf
DSP
Radoslaw Mazur, Huy Phan, Alfred Mertins
2015 conf
WASPAA
Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Alfred Mertins
2015 conf
EUSIPCO
Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2015 A conf
ICME
Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2015 Misc conf
ICASSP
Jan Ole Jungmann, Radoslaw Mazur, Alfred Mertins
2015 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2015 A conf
INTERSPEECH
Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2014 A conf
INTERSPEECH
Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2014 Misc conf
ICASSP
Jan Ole Jungmann, Radoslaw Mazur, Alfred Mertins
2013 conf
WASPAA
Radoslaw Mazur, Jan Ole Jungmann, Alfred Mertins
2013 conf
EUSIPCO
Radoslaw Mazur, Jan Ole Jungmann, Alfred Mertins
2013 Misc conf
ICASSP
Jan Ole Jungmann, Radoslaw Mazur, Alfred Mertins
2012 J jnl
IEEE Trans. Speech Audio Process.
Jan Ole Jungmann, Radoslaw Mazur, Markus Kallinger, Tiemin Mei, Alfred Mertins
2012 conf
IWAENC
Jan Ole Jungmann, Radoslaw Mazur, Alfred Mertins
2012 Misc conf
ICASSP
Radoslaw Mazur, Jan Ole Jungmann, Alfred Mertins
2011 conf
EUSIPCO
Radoslaw Mazur, Alfred Mertins
2011 Misc conf
ICASSP
Radoslaw Mazur, Alfred Mertins
2011 conf
WASPAA
Radoslaw Mazur, Jan Ole Jungmann, Alfred Mertins
2011 conf
WASPAA
Jan Ole Jungmann, Radoslaw Mazur, Markus Kallinger, Alfred Mertins
2010 conf
LVA/ICA
Radoslaw Mazur, Alfred Mertins
2010
Radoslaw Mazur
2009 conf
ICA
Radoslaw Mazur, Alfred Mertins
2009 J jnl
IEEE Trans. Speech Audio Process.
Radoslaw Mazur, Alfred Mertins
2009 conf
EUSIPCO
Radoslaw Mazur, Alfred Mertins
2009 Misc conf
ICASSP
Radoslaw Mazur, Alfred Mertins
2008 conf
ACSCC
Radoslaw Mazur, Alfred Mertins
2007 conf
ICA
Radoslaw Mazur, Alfred Mertins
2006 conf
EUSIPCO
Radoslaw Mazur, Alfred Mertins
redb/extractors/js_extractors/js_patterns.py
← Index redb/extractors/js_extractors/js_patterns.py python
"""Canonical, compiled JavaScript regex patterns shared across JS extractors.

All suspicious-API patterns and the few feature-only patterns live here so each
expression is compiled exactly once per Python process and so any pattern that
was previously duplicated across `js_features.py` and `js_suspicious_apis.py`
now resolves to a single shared compiled object.

JavaScript is case-sensitive at runtime, but every suspicious-API pattern matches
either a literal-case identifier (`\\beval\\s*\\(`, `String\\.fromCharCode`, etc.)
or a string-quoted token (`"powershell"`). Compiling them with `re.IGNORECASE`
matches the historical behaviour of `JSSuspiciousAPIsExtractor` and is safe for
the patterns that historically came from `JSFeaturesExtractor` — those literals
are spelled in real-world JS exactly as written.

`scan_source()` is the entry point used by extractors: it walks the source once
per pattern using the pre-compiled regexes and returns a flat
`{name: {"count": N, "lines": [unique_line_numbers_sorted]}}` dict. Both
`JSFeaturesExtractor` and `JSSuspiciousAPIsExtractor` consume the same dict so
the per-pattern × per-line loops they used to run independently collapse to a
single shared scan.
"""

import bisect
import re
from typing import Dict, Iterable, List, Mapping

_FLAGS = re.IGNORECASE

# Canonical compiled patterns, keyed by their human-readable name. The name is
# also the value emitted into `redb_js_suspicious_apis.api_name`.
PATTERNS = {
    # ---- code execution ----
    "eval": re.compile(r"\beval\s*\(", _FLAGS),
    "Function constructor": re.compile(r"\bnew\s+Function\s*\(", _FLAGS),
    "execScript": re.compile(r"\bexecScript\s*\(", _FLAGS),
    "document.write": re.compile(r"\bdocument\.write(?:ln)?\s*\(", _FLAGS),
    "innerHTML assignment": re.compile(r"\.innerHTML\s*=", _FLAGS),
    "outerHTML assignment": re.compile(r"\.outerHTML\s*=", _FLAGS),
    "insertAdjacentHTML": re.compile(r"\.insertAdjacentHTML\s*\(", _FLAGS),
    # ---- network ----
    "XMLHttpRequest": re.compile(r"\bnew\s+XMLHttpRequest\b", _FLAGS),
    "fetch": re.compile(r"\bfetch\s*\(", _FLAGS),
    "WebSocket": re.compile(r"\bnew\s+WebSocket\s*\(", _FLAGS),
    "navigator.sendBeacon": re.compile(r"\bnavigator\.sendBeacon\s*\(", _FLAGS),
    "ActiveXObject XMLHTTP": re.compile(
        r"ActiveXObject\s*\(\s*[\"\'](?:MSXML2\.XMLHTTP|Microsoft\.XMLHTTP)", _FLAGS
    ),
    "require network module": re.compile(
        r"require\s*\(\s*[\"\'](?:http|https|net|dgram)[\"\']", _FLAGS
    ),
    "axios": re.compile(r"\baxios\b", _FLAGS),
    # ---- filesystem ----
    "require fs": re.compile(r"require\s*\(\s*[\"\']fs[\"\']", _FLAGS),
    "require path": re.compile(r"require\s*\(\s*[\"\']path[\"\']", _FLAGS),
    "FileSystemObject": re.compile(r"Scripting\.FileSystemObject", _FLAGS),
    "ADODB.Stream": re.compile(r"ADODB\.Stream", _FLAGS),
    "Shell.Application": re.compile(r"Shell\.Application", _FLAGS),
    "WScript.CreateObject": re.compile(r"WScript\.CreateObject", _FLAGS),
    # ---- process ----
    "require child_process": re.compile(r"require\s*\(\s*[\"\']child_process[\"\']", _FLAGS),
    "child_process exec": re.compile(r"child_process\.(?:exec|spawn|execFile|fork)\s*\(", _FLAGS),
    "WScript.Shell": re.compile(r"WScript\.Shell", _FLAGS),
    "WScript.Shell.Run": re.compile(r"\.Run\s*\(", _FLAGS),
    "WScript.Shell.Exec": re.compile(r"\.Exec\s*\(", _FLAGS),
    "ShellExecute": re.compile(r"\bShellExecute\b", _FLAGS),
    "PowerShell reference": re.compile(r"[\"\']powershell[\"\']", _FLAGS),
    "cmd.exe reference": re.compile(r"[\"\']cmd\.exe[\"\']", _FLAGS),
    "require os": re.compile(r"require\s*\(\s*[\"\']os[\"\']", _FLAGS),
    # ---- registry ----
    "RegRead": re.compile(r"\.RegRead\s*\(", _FLAGS),
    "RegWrite": re.compile(r"\.RegWrite\s*\(", _FLAGS),
    "RegDelete": re.compile(r"\.RegDelete\s*\(", _FLAGS),
    "StdRegProv": re.compile(r"StdRegProv", _FLAGS),
    # ---- crypto / encoding ----
    "atob": re.compile(r"\batob\s*\(", _FLAGS),
    "btoa": re.compile(r"\bbtoa\s*\(", _FLAGS),
    "String.fromCharCode": re.compile(r"String\.fromCharCode\s*\(", _FLAGS),
    "unescape": re.compile(r"\bunescape\s*\(", _FLAGS),
    "decodeURIComponent": re.compile(r"\bdecodeURIComponent\s*\(", _FLAGS),
    "Buffer.from": re.compile(r"Buffer\.from\s*\(", _FLAGS),
    "crypto module": re.compile(r"crypto\.create(?:Cipher|Decipher|Hash|Hmac)", _FLAGS),
    # ---- DOM manipulation ----
    "document.forms": re.compile(r"document\.forms", _FLAGS),
    "document.cookie": re.compile(r"document\.cookie", _FLAGS),
    "querySelector sensitive input": re.compile(
        r"document\.querySelector\s*\([^)]*(?:password|credit|card|cvv|ssn)", _FLAGS
    ),
    "submit event listener": re.compile(r"addEventListener\s*\(\s*[\"\']submit", _FLAGS),
    "createElement script/iframe": re.compile(
        r"\.createElement\s*\(\s*[\"\'](?:script|iframe)", _FLAGS
    ),
    "dynamic script src": re.compile(r"\.src\s*=\s*[\"\'](?:https?://|//)", _FLAGS),
}

# Pattern name -> category (one of code_execution / network / filesystem /
# process / registry / crypto_encoding / dom_manipulation).
CATEGORIES = {
    "eval": "code_execution",
    "Function constructor": "code_execution",
    "execScript": "code_execution",
    "document.write": "code_execution",
    "innerHTML assignment": "code_execution",
    "outerHTML assignment": "code_execution",
    "insertAdjacentHTML": "code_execution",
    "XMLHttpRequest": "network",
    "fetch": "network",
    "WebSocket": "network",
    "navigator.sendBeacon": "network",
    "ActiveXObject XMLHTTP": "network",
    "require network module": "network",
    "axios": "network",
    "require fs": "filesystem",
    "require path": "filesystem",
    "FileSystemObject": "filesystem",
    "ADODB.Stream": "filesystem",
    "Shell.Application": "filesystem",
    "WScript.CreateObject": "filesystem",
    "require child_process": "process",
    "child_process exec": "process",
    "WScript.Shell": "process",
    "WScript.Shell.Run": "process",
    "WScript.Shell.Exec": "process",
    "ShellExecute": "process",
    "PowerShell reference": "process",
    "cmd.exe reference": "process",
    "require os": "process",
    "RegRead": "registry",
    "RegWrite": "registry",
    "RegDelete": "registry",
    "StdRegProv": "registry",
    "atob": "crypto_encoding",
    "btoa": "crypto_encoding",
    "String.fromCharCode": "crypto_encoding",
    "unescape": "crypto_encoding",
    "decodeURIComponent": "crypto_encoding",
    "Buffer.from": "crypto_encoding",
    "crypto module": "crypto_encoding",
    "document.forms": "dom_manipulation",
    "document.cookie": "dom_manipulation",
    "querySelector sensitive input": "dom_manipulation",
    "submit event listener": "dom_manipulation",
    "createElement script/iframe": "dom_manipulation",
    "dynamic script src": "dom_manipulation",
}

# Patterns consumed only by JSFeaturesExtractor (no category, never surfaced as
# a suspicious-API row). Kept here so every JS regex is compiled in one place.
FEATURE_PATTERNS = {
    "hex_escape": re.compile(r"\\x[0-9a-fA-F]{2}"),
    "unicode_escape": re.compile(r"\\u[0-9a-fA-F]{4}"),
    "base64_string": re.compile(r"[A-Za-z0-9+/]{40,}={0,2}"),
    # decodeURI matches BOTH decodeURI and decodeURIComponent. The latter is also
    # a suspicious-API pattern in PATTERNS; this broader form is what the
    # `decodeuri_count` feature column has historically counted.
    "decodeURI": re.compile(r"\b(?:decodeURI|decodeURIComponent)\s*\(", _FLAGS),
    "settimeout_setinterval": re.compile(r"\b(?:setTimeout|setInterval)\s*\(", _FLAGS),
    "function_decl": re.compile(r"\bfunction\s+\w+\s*\(|\bfunction\s*\("),
    "var_decl": re.compile(r"\b(?:var|let|const)\s+"),
    "string_concat": re.compile(r"[\"\'][\s]*\+[\s]*[\"\']"),
    "comment": re.compile(r"//.*?$|/\*[\s\S]*?\*/", re.MULTILINE),
    "long_string": re.compile(r"[\"\']([^\"\']{256,})[\"\']"),
    "array_function_call": re.compile(r"\[(?:0x[0-9a-f]+|[\d]+)\]\s*\(", _FLAGS),
}

# Patterns consumed only by JSStringsExtractor for encoded-string discovery.
# Scoped to *hidden* strings only — patterns whose decoded form is not visible
# to a substring search over the raw text. Plain long literals are not
# extracted here because they're already preserved in code_text_content and
# scraped by the IOC pipeline over text_raw / text_normalized.
#
# Distinct from FEATURE_PATTERNS even where the names rhyme:
#   FEATURE_PATTERNS["hex_escape"] / ["unicode_escape"]   -> single escape
#   STRING_PATTERNS["hex_escape_seq"] / ["unicode_escape_seq"] -> 4+ / 3+ in a row
#   FEATURE_PATTERNS["base64_string"]                     -> bare base64 token
#   STRING_PATTERNS["base64_quoted"]                      -> base64 inside JS quotes
# These do not share match objects with the suspicious-API or feature scans, so
# they are not folded into JSContext.scan; the strings extractor walks them
# itself (one finditer per pattern, with shared line-offset bisect in #4b).
STRING_PATTERNS = {
    "hex_escape_seq": re.compile(r"(?:\\x[0-9a-fA-F]{2}){4,}"),
    "unicode_escape_seq": re.compile(r"(?:\\u[0-9a-fA-F]{4}){3,}"),
    "charcode_call": re.compile(r"String\.fromCharCode\s*\(\s*([\d,\s]+)\s*\)"),
    "base64_quoted": re.compile(r"[\"\']([A-Za-z0-9+/]{40,}={0,2})[\"\']"),
    "concat_chain": re.compile(r"(?:[\"\'][^\"\']+[\"\']\s*\+\s*){3,}[\"\'][^\"\']+[\"\']"),
}


def line_offsets(source: str) -> List[int]:
    """Sorted list of byte offsets for every newline in `source`, plus a final
    sentinel of len(source). Used to translate match offsets into 1-indexed
    line numbers via bisect.
    """
    offsets = [-1]  # so that bisect_right of offset 0 returns line 1
    push = offsets.append
    idx = source.find("\n")
    while idx != -1:
        push(idx)
        idx = source.find("\n", idx + 1)
    return offsets


def _scan_one(
    pattern: "re.Pattern[str]", source: str, offsets: List[int]
) -> Dict[str, object]:
    """Run a single compiled pattern over `source` and return count + unique lines."""
    count = 0
    seen_lines: "set[int]" = set()
    for m in pattern.finditer(source):
        count += 1
        seen_lines.add(bisect.bisect_right(offsets, m.start()))
    if not count:
        return None  # type: ignore[return-value]
    return {"count": count, "lines": sorted(seen_lines)}


def scan_source(
    source: str,
    patterns: Iterable[Mapping[str, "re.Pattern[str]"]] = (PATTERNS, FEATURE_PATTERNS),
) -> Dict[str, Dict[str, object]]:
    """Scan `source` against every compiled pattern in `patterns`.

    Returns a dict keyed by pattern name. Each entry has:
        "count": total number of matches in the source
        "lines": sorted list of unique 1-indexed line numbers where the pattern
                 matched (deduplicated — multiple matches on the same line
                 collapse to one entry, preserving the historical
                 line-set semantics of JSSuspiciousAPIsExtractor)
    Patterns with zero matches are absent from the dict; callers should default
    to {"count": 0, "lines": []}.
    """
    if not source:
        return {}
    offsets = line_offsets(source)
    results: Dict[str, Dict[str, object]] = {}
    for table in patterns:
        for name, pat in table.items():
            entry = _scan_one(pat, source, offsets)
            if entry is not None:
                results[name] = entry
    return results