Xiaofeng Lin

43 papers A* 3B 2C 1Journal 30Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Robotics Autom. Lett.
Enduo Zhao, Xiaofeng Lin, Yifan Wang, Kanako Harada
2026 A* conf
AAAI
Yihua Shao, Xiaofeng Lin, Xinwei Long, Siyu Chen, Minxi Yan, Yang Liu, Ziyang Yan, Ao Ma, Hao Tang, Jingcai Guo
2026 J jnl
CoRR
Xiaofeng Lin, Seungbae Kim, Zhuoya Li, Zachary DeSoto, Charles Fleming, Guang Cheng
2026 J jnl
CoRR
Xiaofeng Lin, Sirou Zhu, Yilei Chen, Mingyu Chen, Hejian Sang, Ioannis Paschalidis, Zhipeng Wang, Aldo Pacchiano, Xuezhou Zhang
2025 J jnl
CoRR
Enduo Zhao, Xiaofeng Lin, Yifan Wang, Kanako Harada
2025 J jnl
CoRR
Wesley Bian, Xiaofeng Lin, Guang Cheng
2025 J jnl
Pattern Recognit.
Yuzhen Niu, Xiaofeng Lin, Huangbiao Xu, Rui Xu, Yuzhong Chen
2025 J jnl
Int. J. Digit. Earth
Yangcan Bao, Xiaofeng Lin, Mingming Jia, Zhongyong Xiao, Cuiping Wang, Jiangfu Liao, Yinghui Zhang
2025 J jnl
CoRR
Xiaofeng Lin, Hejian Sang, Zhipeng Wang, Xuezhou Zhang
2025 J jnl
Biomed. Signal Process. Control.
Yueyao Chen, Qiangtai Huang, Chu Zhang, Junfeng Li, Wensheng Huang, Peiyin Luo, Qiuyi Chen, Ruirui Qi, Yuxuan Wan, Bingsheng Huang, Zhenhua Gao, Xiaofeng Lin, Songxiong Wu, Xianfen Diao
2025 A* conf
AAAI
Xiaofeng Lin, Xuezhou Zhang
2025 J jnl
CoRR
Yihua Shao, Xiaofeng Lin, Xinwei Long, Siyu Chen, Minxi Yan, Yang Liu, Ziyang Yan, Ao Ma, Hao Tang, Jingcai Guo
2025 J jnl
IEEE Internet Things J.
Yao Zhang, Jintao Shen, Xiaofeng Lin, Meilin Li, Yaoqi Sun, Xichun Sheng, Haitao Zhao, Hongbo Zhu
2025 J jnl
IEEE Trans. Consumer Electron.
Xianming Liu, Wenrun Xiao, Xiaofeng Lin, Shan He, Chao Huang, Donghui Guo
2025 J jnl
J. Circuits Syst. Comput.
Xiaofeng Chen, Wenrun Xiao, Xianming Liu, Xiaofeng Lin, Chao Huang, Donghui Guo
2025 J jnl
IEEE Trans. Instrum. Meas.
Yurong Li, Xiaofeng Lin, Qiang Liu, Nan Zheng, Jiyu Tan, Miaoqin Zhan
2025 J jnl
CoRR
Xiaofeng Lin, Enduo Zhao, Saúl Alexis Heredia Pérez, Kanako Harada
2025 J jnl
IEEE Robotics Autom. Lett.
Xiaofeng Lin, Enduo Zhao, Saúl Alexis Heredia Pérez, Kanako Harada
2024 J jnl
CoRR
Xiaofeng Lin, Saúl Alexis Heredia Pérez, Kanako Harada
2024 J jnl
Adv. Robotics
Xiaofeng Lin, Saúl Alexis Heredia Pérez, Kanako Harada
2024 conf
ICAICE
Xiaofeng Lin, Yurong Li
2024 J jnl
CoRR
Xiaofeng Lin, Xuezhou Zhang
2024 J jnl
Ecol. Informatics
Fei Wang, Lifeng Guo, Xiaofeng Lin, Dongrui Han, Meng Wang, Jingchun Fang
2024 J jnl
Inf. Sci.
Xiao Ke, Huangbiao Xu, Xiaofeng Lin, Wenzhong Guo
2024 conf
ECCV (42)
Huangbiao Xu, Xiao Ke, Yuezhou Li, Rui Xu, Huanqi Wu, Xiaofeng Lin, Wenzhong Guo
2021 J jnl
Int. J. Comput. Assist. Radiol. Surg.
Xiaofeng Lin, Shoujun Zhou, Tiexiang Wen, Shenghao Jiang, Cheng Wang, Jingtao Chen
2020 J jnl
Comput. Math. Methods Medicine
Han Jiao, Xinhua Jiang, Zhiyong Pang, Xiaofeng Lin, Yihua Huang, Li Li
2020 conf
CSIA (2)
Xiaofeng Lin
2019 J jnl
Remote. Sens.
Xiaofeng Lin, Baozhang Chen, Huifang Zhang, Fei Wang, Jing Chen, Lifeng Guo, Yawen Kong
2018 conf
ISIE
Xiaofeng Lin, Jie Zeng, Chiyang Xiao, Bei Liu, Xin Su
2016 conf
ChinaCom (2)
Xin Su, Xiaofeng Lin, Jie Zeng, Chiyang Xiao
2016 conf
WICON
Jie Zeng, Xiaofeng Lin, Liping Rong, Xin Su
2016 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Chenhua Xu, Le Wang, Xiaofeng Lin, Zhi Li, Xin Yu
2016 C conf
ICCC
Jie Zeng, Xiaofeng Lin, Xin Su, Liping Rong
2016 A* conf
ASPLOS
Xiaofeng Lin, Yu Chen, Xiaodong Li, Junjie Mao, Jiaquan He, Wei Xu, Yuanchun Shi
2015 J jnl
IEEE Trans. Cybern.
Yimin Yang, Q. M. Jonathan Wu, Yaonan Wang, K. M. Zeeshan, Xiaofeng Lin, Xiaofang Yuan
2015 J jnl
Intell. Autom. Soft Comput.
Yimin Yang, Xiaofeng Lin, Zhiqiang Miao, Xiaofang Yuan, Yaonan Wang
2015 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Yimin Yang, Yaonan Wang, Q. M. Jonathan Wu, Xiaofeng Lin, Min Liu
2014 J jnl
Remote. Sens.
Guang Xu, Hairong Zhang, Baozhang Chen, Huifang Zhang, Jianwu Yan, Jing Chen, Mingliang Che, Xiaofeng Lin, Xianming Dou
2014 J jnl
Remote. Sens.
Mingliang Che, Baozhang Chen, Huifang Zhang, Shifeng Fang, Guang Xu, Xiaofeng Lin, Yuchen Wang
2014 B conf
IJCNN
Xiaofeng Lin, Zhe Qian
2013 B conf
IJCNN
Xiaofeng Lin, Nuyun Cao, Yuzhang Lin
2013 conf
ADPRL
Xiaofeng Lin, Nuyun Cao, Yuzhang Lin
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"