Kaixuan Zhang

36 papers A* 3C 1Misc 1Journal 25Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comput. Chem. Eng.
Kaixuan Zhang, Xu Han
2026 J jnl
Comput. Chem. Eng.
Kaixuan Zhang, Xu Han
2026 J jnl
Comput. Medical Imaging Graph.
Kaixuan Zhang, Shuqi Dong, Peifeng Shi, Dingcan Hu, Geng Gao, Jinlin Yang, Tao Gan, Nini Rao
2026 J jnl
CoRR
Kaixuan Zhang, Yunfan Cui, Shuhao Zhang, Chutong Ding, Shiyou Qian, Luping Wang, Jian Cao, Guangtao Xue, Cheng Huang, Guodong Yang, Liping Zhang
2025 J jnl
CoRR
Zheng Wang, Kaixuan Zhang, Wanfang Chen, Xiaonan Lu, Longyuan Li, Tobias Schlagenhauf
2025 conf
ICSOC (2)
Qin Hua, Shiyou Qian, Yufeng Deng, Kaixuan Zhang, Dingyu Yang, Jian Cao, Guangtao Xue
2025 J jnl
IEEE Trans. Circuits Syst. Video Technol.
Jing Zhang, Kaixuan Zhang, Yingshuai Xie, Zhe Wang
2025 J jnl
CoRR
Kaixuan Zhang, Zhipeng Xiong, Minxian Li, Mingwu Ren, Jiankang Deng, Xiatian Zhu
2025 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Boyan Li, Luziwei Leng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao, Ran Cheng
2025 J jnl
ISPRS Int. J. Geo Inf.
Jiarui Qin, Yizhe Feng, Yehua Sheng, Yi Huang, Fengyuan Zhang, Kaixuan Zhang
2025 J jnl
CoRR
Zhizhou Zhang, Youjia Wu, Kaixuan Zhang, Yanjia Wang
2025 A* conf
ICML
Kaixuan Zhang, Hu Wang, Minxian Li, Mingwu Ren, Mao Ye, Xiatian Zhu
2025 J jnl
CoRR
Kaixuan Zhang, Hu Wang, Minxian Li, Mingwu Ren, Mao Ye, Xiatian Zhu
2025 J jnl
J. Supercomput.
Dingyu Yang, Kangpeng Zheng, Shiyou Qian, Qin Hua, Kaixuan Zhang, Jian Cao, Guangtao Xue
2025 J jnl
CoRR
Jianing Huang, Kaixuan Zhang, Youjia Wu, Ze Cheng
2025 J jnl
CoRR
Kaixuan Zhang, Minxian Li, Mingwu Ren, Jiankang Deng, Xiatian Zhu
2024 J jnl
Expert Syst. Appl.
Chengsi Luo, Kaixuan Zhang, Yeting Hu, Xiang Li, Shenghong Cao, Yu Jin, Peng Ren, Nini Rao
2024 J jnl
IEEE Trans. Instrum. Meas.
Shuying Wang, Jixi Lu, Yujie Qian, Bo Li, Kaixuan Zhang, Xihui Ye, Xiaoyan Gao
2024 J jnl
IEEE Trans. Image Process.
Kaixuan Zhang, Zhaochen Shi, Jana Zujovic, Huib de Ridder, René van Egmond, David L. Neuhoff, Thrasyvoulos N. Pappas
2024 J jnl
Comput. Biol. Medicine
Shuai Liu, Shuo Chen, Lanlan Xiao, Kaixuan Zhang, Yuan Qi, Hao Li, Yuan Cheng, Zixin Hu, Chensen Lin
2023 Misc conf
ICASSP
Kaixuan Zhang, Zihan Liu, Jiashang Hu, Shilin Wang
2023 J jnl
CoRR
Boyan Li, Luziwei Leng, Ran Cheng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao
2023 J jnl
ACM Trans. Graph.
Kaixuan Zhang, Jingxian Wang, Daizong Tian, Thrasyvoulos N. Pappas
2023 J jnl
Sensors
Mengjie Jiang, Kaixuan Zhang, Xuyang Lv, Lin Wang, Libo Zhang, Li Han, Huaizhong Xing
2023 J jnl
J. Frankl. Inst.
Kaixuan Zhang, Huimin Wang, Guangpu Wu, Zhipeng Zhipeng
2022 A* conf
NeurIPS
Kaiwei Che, Luziwei Leng, Kaixuan Zhang, Jianguo Zhang, Qinghu Meng, Jie Cheng, Qinghai Guo, Jianxing Liao
2022 A* conf
CVPR
Kaixuan Zhang, Kaiwei Che, Jianguo Zhang, Jie Cheng, Ziyang Zhang, Qinghai Guo, Luziwei Leng
2021 J jnl
ISPRS Int. J. Geo Inf.
Kaixuan Zhang, Dongbao Zhao, Linlin Feng, Lianhai Cao
2020 conf
CVPR Workshops
Zejiang Shen, Kaixuan Zhang, Melissa Dell
2020 J jnl
CoRR
Zejiang Shen, Kaixuan Zhang, Melissa Dell
2018 J jnl
ISPRS Int. J. Geo Inf.
Yebin Zou, Yijin Chen, Jing He, Gehu Pang, Kaixuan Zhang
2018 conf
MMM (2)
Kaixuan Zhang, Yang Xu, Li Sun, Song Qiu, Qingli Li
2017 conf
ASICON
Kaixuan Zhang, Zhihua Feng, Hao Zhou
2017 conf
ASICON
Kaixuan Zhang, Li Ding, Yujie Cai, Wenbo Yin, Fan Yang, Jun Tao, Lingli Wang
2015 conf
Geoinformatics
Sheeg Wu, Min Zhang, Qiaojia Huang, Yannan Zhang, Cheng Wan, Kaixuan Zhang, Jun Cao, Zhipeng Gui, Kun Qin
2006 C conf
PACLIC
Jihao Yin, Xiaozhong Fan, Kaixuan Zhang, Jiangde Yu
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"