Cai Chen

39 papers B 1C 2Misc 1Journal 23Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
ISPRS Int. J. Geo Inf.
Lifeng Gao, Liujia Chen, Agen Qiu, Qinglian Wang, Jianlong Wang, Cai Chen, Fuhao Zhang, Geli Ouer
2025 J jnl
J. Imaging Inform. Medicine
Chongxuan Tian, Yue Xi, Yuting Ma, Cai Chen, Cong Wu, Kun Ru, Wei Li, Miaoqing Zhao
2025 J jnl
CoRR
Ling Team, Bin Hu, Cai Chen, Deng Zhao, Ding Liu, Dingnan Jin, Feng Zhu, Hao Dai, Hongzhi Luan, Jia Guo, Jiaming Liu, Jiewei Wu, Jun Mei, Jun Zhou, Junbo Zhao, Junwu Xiong, Kaihong Zhang, Kuan Xu, Lei Liang, Liang Jiang, Liangcheng Fu, Longfei Zheng, Qiang Gao, Qing Cui, Quan Wan, Shaomian Zheng, Shuaicheng Li, Tongkai Yang, Wang Ren, Xiaodong Yan, Xiaopei Wan, Xiaoyun Feng, Xin Zhao, Xinxing Yang, Xinyu Kong, Xuemin Yang, Yang Li, Yingting Wu, Yongkang Liu, Zhankai Xu, Zhenduo Zhang, Zhenglei Zhou, Zhenyu Huang, Zhiqiang Zhang, Zihao Wang, Zujie Wen
2025 J jnl
CoRR
Xiong Jun Wu, Zhenduo Zhang, Zujie Wen, Zhiqiang Zhang, Wang Ren, Lei Shi, Cai Chen, Deng Zhao, Qing Wang, Xudong Han, Chengfu Tang, Dingnan Jin, Qing Cui, Jun Zhou
2024 J jnl
Sensors
Fulai Peng, Ningling Zhang, Cai Chen, Fengxia Wu, Weidong Wang
2024 C conf
ISCAS
Cai Chen, Yi Wang, Kim-Hui Yap
2024 J jnl
Circuits Syst. Signal Process.
Siteng Ma, Zhihui Wu, Cai Chen, Dongyan Chen
2024 J jnl
Syst. Control. Lett.
Hui Yu, Dongjie Peng, Cai Chen, Dongyan Chen, Cong Han
2023 conf
RCAR
Haotian Yang, Fengxia Wu, Ningling Zhang, Cai Chen, Airong Wei, Fulai Peng, Ziyue Li
2023 J jnl
Remote. Sens.
Jian Wang, Xu Liu, Fei Liu, Cai Chen, Yuyang Tang
2023 J jnl
Symmetry
Bubu Xie, Cai Chen, Yihao Lin, Dong Chen, Wei Huang, Kailin Pan, Yubing Gong
2023 J jnl
Symmetry
Xin Lu, Cai Chen, RuiDan Gao, Zhenzhen Xing
2023 J jnl
Sensors
Cai Chen, Agen Qiu, Haoyu Chen, Yajun Chen, Xu Liu, Dong Li
2023 J jnl
J. Syst. Sci. Complex.
Yu Kang, Yuxiao Yang, Cai Chen, Wenjun Lü, Yunbo Zhao
2023 J jnl
IEEE J. Biomed. Health Informatics
Yuhang Zhao, Xianhao Shao, Cai Chen, Junlin Song, Chongxuan Tian, Wei Li
2023 J jnl
Sensors
Jian Wang, Xu Liu, Fei Liu, Cai Chen, Yuyang Tang
2022 J jnl
IEEE Access
Chi Zhang, Cai Chen, Yi Zhang, Yiyang Yan, Yong Kang
2022 conf
RCAR
Cai Chen, Fulai Peng, Yue Sun, Danyang Lv, Ningling Zhang, Xingwei Wang, Lin Wang
2022 J jnl
ISPRS Int. J. Geo Inf.
Shenghua Xu, Yang Gu, Xiaoyan Li, Cai Chen, Yingyi Hu, Yu Sang, Wenxing Jiang
2021 J jnl
Neurocomputing
Zerui Li, Yu Kang, Wenjun Lv, Yuping Wu, Cai Chen, Zhenyi Xu
2021 J jnl
Briefings Bioinform.
Yinghan Wang, Jinfeng Zeng, Chi Zhang, Cai Chen, Zekai Qiu, Jiali Pang, Yutian Xu, Zhiqi Dong, Yanxin Song, Weiying Liu, Peipei Dong, Litao Sun, Yao-Qing Chen, Yuelong Shu, Xiangjun Du
2021 conf
AIAM (ACM)
Cai Chen, Lijuan Li, Xikun Zhang, Xingwei Wang, Changming Han, Tian Xia, Wenchao Li, Fulai Peng, Yang Shen, Jianpeng An
2021 conf
RCAR
Fulai Peng, Cai Chen, Xikun Zhang, Xingwei Wang, Changpeng Wang, Lin Wang
2020 J jnl
Complex.
Xiaolong Deng, Hao Ding, Yong Chen, Cai Chen, Tiejun Lv
2019 conf
MedInfo
Xiaofeng Zhou, Yuan Ni, Guotong Xie, Wei Zhu, Cai Chen, Tianhao Wang, Zhigang Pan
2019 conf
ICSAI
Cai Chen, Wei Li, Dedong Ma
2019 conf
ICHI
Wei Zhu, Yuan Ni, Guotong Xie, Xiaofeng Zhou, Cai Chen
2018 J jnl
CoRR
Cai Chen, Manyuan Zhang, Huanzhi Zhang, Zhenyun Huang, Yong Li
2017 J jnl
IEEE Trans. Ind. Electron.
Cai Chen, Yu Chen, Yuxiong Li, Zhizhao Huang, Teng Liu, Yong Kang
2017 J jnl
IEEE Trans. Ind. Informatics
Cai Chen, Yu Chen, Yifan Tan, Jianming Fang, Fang Luo, Yong Kang
2012 conf
SOLI
Cai Chen, Daniel Zeng
2012 J jnl
PLoS Comput. Biol.
Cai Chen, David Frankhouser, Ralf Bundschuh
2012 conf
RSKT
Xibei Yang, Cheng Yan, Cai Chen, Jingyu Yang
2012 C conf
Healthcom
Wei Liu, Yongqiang Lu, Cai Chen, Yuanyuan Du, Fanxi Yan, Shuqi Xu
2011 Misc conf
ICMLC
Cai Chen, Yan Li, Tie-Song Li
2011 conf
DSN Workshops
Yan Huang, Cai Chen
2009 B conf
ICPADS
Cai Chen, Sen Su, Kai Shuang, Fangchun Yang
2009 conf
ICPP Workshops
Cai Chen, Sen Su, Kai Shuang, Fangchun Yang
2008 conf
GIScience
Yan Huang, Cai Chen, Pinliang Dong
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"