Wei Tian

18 papers C 5Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2023 C conf
IGARSS
Xiulai Xiao, Yun Shao, Zhiqu Liu, Wei Tian, Chunming Han
2023 J jnl
Remote. Sens.
Wei Tian, Juan Wang, Fengli Zhang, Xudong Liu, Jian Yang, Junna Yuan, Xiaofei Mi, Yun Shao
2021 C conf
IGARSS
Wei Tian, Yun Shao, Zhiqu Liu, Qiufang Wei, Zhihua Tang, Chong Ni
2018 C conf
IGARSS
Xiaochen Wang, Yun Shao, Wei Tian, Yue Duan, Kun Li, Long Liu
2018 J jnl
J. Sensors
Xiaochen Wang, Yun Shao, Lu She, Wei Tian, Kun Li, Long Liu
2018 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaolin Bian, Yun Shao, Shiang Wang, Wei Tian, Xiaochen Wang, Chunyan Zhang
2017 J jnl
IEEE Geosci. Remote. Sens. Lett.
Zhixin Zhang, Yun Shao, Wei Tian, Qiufang Wei, Yazhou Zhang, Qingjun Zhang
2017 J jnl
Remote. Sens.
Xiaolin Bian, Yun Shao, Wei Tian, Shiang Wang, Chunyan Zhang, Xiaochen Wang, Zhixin Zhang
2014 J jnl
IEEE Signal Process. Lett.
Wei Tian, Yue Wang, Xiuming Shan, Jian Yang
2013 J jnl
Sensors
Wei Tian, Yue Wang, Xiuming Shan, Jian Yang
2013 J jnl
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Wei Tian, Yue Wang, Xiuming Shan, Jian Yang
2010 C conf
IGARSS
Wei Tian, Yun Shao, Junna Yuan, Shiang Wang, Yang Liu
2010 C conf
IGARSS
Shiang Wang, Fengli Zhang, Yun Shao, Wei Tian, Huaze Gong
2009 conf
IGARSS (2)
Yun Shao, Shiang Wang, Wei Tian, Huaze Gong, Fengli Zhang
2009 conf
IGARSS (3)
Maosong Xu, Fengli Zhang, Zhongsheng Xia, Chou Xie, Xiaofang Li, Kun Li, Zi Wan, Huaze Gong, Wei Tian
2008 conf
IGARSS (3)
Wei Tian, Yun Shao, Shiang Wang
2008 conf
IGARSS (4)
Fengli Zhang, Yun Shao, Wei Tian, Shiang Wang
2008 conf
IGARSS (3)
Yun Shao, Wei Tian, Shiang Wang, Fengli Zhang
redb/extractors/js_extractor.py
← Index redb/extractors/js_extractor.py python
import logging
import re
from abc import ABCMeta, abstractmethod

from redb.extractors.extractor import Extractor
from redb.extractors.js_extractors.js_context import JSContext, _text_entropy

logger = logging.getLogger(__name__)

# ESM is recognised by line-anchored `import ... from "..."` / bare side-effect
# `import "..."` / top-level `export ...`. Anchored at line start to avoid
# matching the substring inside string literals or comments.
_ESM_PATTERN = re.compile(
    r'(?m)^\s*(?:'
    r'import\s+[^;\n]*?\bfrom\s+[\'"]'
    r'|import\s+[\'"][^\'"]+[\'"]'
    r'|export\s+(?:default\b|\{|\*|const\b|let\b|var\b|function\b|class\b|async\b)'
    r')'
)


@abstractmethod
class JSExtractor(Extractor, metaclass=ABCMeta):
    """Base class for JavaScript file extractors.

    Every JSExtractor reads its raw materials (bytes / decoded source / line
    list / scan_source results / pyjsparser AST / text entropy) from a shared
    `JSContext`. When workers.py drives the JS pipeline it builds one context
    per sample and threads it into every extractor via `context=`. When tests
    or other callers instantiate an extractor directly, the constructor builds
    a fresh context from `(filepath, source=...)`.

    All historical instance attributes (`self.binary`, `self.js_source`,
    `self.lines`) and helpers (`self._decode_source`, `self._parse_ast`,
    `self._calculate_text_entropy`) are preserved as thin delegators so
    existing extractor code keeps working unchanged.
    """

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        known_benign=False,
        known_malicious=False,
        source=None,
        context=None,
    ):
        if context is None:
            context = JSContext.from_path(filepath, log=log, source=source)
        elif source is not None and context.source != source:
            log.warning(
                "JSExtractor received both `source=` and `context=` with "
                "differing source; ignoring source kwarg"
            )
        self._context = context

        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            known_benign=known_benign,
            known_malicious=known_malicious,
        )

    @property
    def binary(self):
        return self._context.raw_bytes

    @property
    def js_source(self):
        return self._context.source

    @property
    def lines(self):
        return self._context.lines

    def _decode_source(self):
        """Back-compat shim — the context already decoded once at construction.

        Kept so any external caller using the historical method name keeps
        working without touching the underlying bytes again.
        """
        return self._context.source

    def _parse_ast(self):
        """Return the shared pyjsparser AST (or None if unavailable)."""
        return self._context.ast

    def _calculate_text_entropy(self, text):
        """Shannon text entropy for `text`.

        When `text` is the context's own source we read the cached value;
        otherwise we compute fresh. JSStringsExtractor calls this on arbitrary
        decoded substrings, so the fresh-compute path must remain available.
        """
        if text is self._context.source:
            return self._context.text_entropy
        return _text_entropy(text)

    def _detect_environment(self):
        """Detect the target JS runtime environment."""
        src = self.js_source
        if not src:
            return "unknown"

        # WScript/WSH indicators
        wscript_patterns = [
            'WScript.', 'WSH.', 'ActiveXObject', 'Scripting.FileSystemObject',
            'WScript.Shell', 'ADODB.Stream',
        ]
        for p in wscript_patterns:
            if p in src:
                return "wscript"

        # Browser-extension APIs — checked before generic browser/worker because
        # `chrome.*` and `browser.runtime` are distinctive of MV2/MV3 extensions
        extension_patterns = [
            'chrome.runtime', 'chrome.tabs', 'chrome.storage',
            'chrome.webRequest', 'browser.runtime', 'browser.tabs',
        ]
        for p in extension_patterns:
            if p in src:
                return "browser_extension"

        # Service / Web Workers — worker-only APIs that don't appear in regular
        # browser pages (a generic browser script would use `window.` or
        # `document.`, never `self.importScripts` or `caches.match`)
        worker_patterns = [
            "self.addEventListener('fetch'", 'self.addEventListener("fetch"',
            'self.importScripts', 'self.skipWaiting',
            'caches.match', 'caches.open',
        ]
        for p in worker_patterns:
            if p in src:
                return "service_worker"

        # Deno runtime
        if 'Deno.' in src:
            return "deno"

        # Node.js indicators
        node_patterns = [
            'require(', 'module.exports', 'process.env', '__dirname',
            '__filename', 'Buffer.', 'child_process',
        ]
        for p in node_patterns:
            if p in src:
                return "node"

        # Browser indicators
        browser_patterns = [
            'document.', 'window.', 'navigator.', 'localStorage',
            'sessionStorage', 'XMLHttpRequest', 'addEventListener',
        ]
        for p in browser_patterns:
            if p in src:
                return "browser"

        return "unknown"

    def _detect_script_type(self):
        """Detect the script type/format."""
        src = self.js_source
        if not src:
            return "unknown"

        stripped = src.lstrip()

        # JScript.Encode payload — must be checked first since the encoded
        # body can't be classified any other way
        if stripped.startswith('#@~^'):
            return "jse"

        # WSF / HTA live in the first few KB of an HTML-ish wrapper
        head_lower = stripped[:4096].lower()

        # Windows Script File — XML wrapper around one or more <script> blocks
        if ('<job' in head_lower or '<package' in head_lower) and '<script' in head_lower:
            return "wsf"

        # HTML Application — distinct from generic embedded_html because HTAs
        # run under mshta.exe with full WSH/ActiveX access
        if '<hta:application' in head_lower or 'application/hta' in head_lower:
            return "hta"

        if stripped.startswith('<!') or stripped.startswith('<html') or '<script' in stripped[:2000]:
            return "embedded_html"

        if 'WScript.' in src or 'WSH.' in src:
            return "wscript"

        if _ESM_PATTERN.search(src):
            return "esm"

        if 'require(' in src or 'module.exports' in src:
            return "node_module"

        return "standalone"