Ran Wu

19 papers C 1Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Syst.
Ran Wu, Shimao Su, Jiyun Hou, Xiaolei Wang
2025 J jnl
Pattern Recognit.
Ran Wu, Huanyu Liu, Zongcheng Yue, Chiu-Wing Sham, Jun-Bao Li
2025 conf
BMSB
Xiaochun Lu, Ran Wu, Sen Xu, Shiyao Mu, Tao Yang, Congtao Li
2025 J jnl
J. Supercomput.
Yuxin Zhang, Jiazheng Wen, Ran Wu, Huanyu Liu, Junbao Li
2024 J jnl
Pattern Recognit.
Ran Wu, Huanyu Liu, Zongcheng Yue, Jun-Bao Li, Chiu-Wing Sham
2024 conf
GCCE
Zongcheng Yue, Dongwei Yan, Ran Wu, Longyu Ma, Chiu-Wing Sham
2024 conf
AICAS
Zongcheng Yue, Ran Wu, Longyu Ma, Chong Fu, Chiu-Wing Sham
2023 J jnl
IEEE Access
Ran Wu
2023 J jnl
Knowl. Based Syst.
Ran Wu, Huanyu Liu, Jun-Bao Li
2022 J jnl
Comput. Vis. Image Underst.
Ran Wu, Huanyu Liu, Jun-Bao Li
2022 conf
ICSPCC
Ran Wu, Yan Zhang, Lihua Ni, Kehao Zhang, Ning Liu, Qun Wan
2022 C conf
IGARSS
Lihua Ni, Ran Wu, Jiabin Yang, Jing Chen, Qun Wan
2021 J jnl
Intell. Data Anal.
Weidong Zhao, Zhaoxin Yu, Ran Wu
2020 J jnl
J. Inf. Process. Syst.
Guoqing Xu, Ran Wu, Qi Wang
2019 conf
ICCA
Ran Wu, Jiankang Wu, Wendong Xiao
2018 J jnl
Sensors
Wei Guo, Ran Wu, Yanhua Chen, Xinyan Zhu
2016 J jnl
Inf. Process. Manag.
Weidong Zhao, Ran Wu, Haitao Liu
2015 conf
ICDM Workshops
Weidong Zhao, Ran Wu, Weihui Dai, Yonghui Dai
2015 conf
ICIC (3)
Weidong Zhao, Liu Yang, Haitao Liu, Ran Wu
Dockerfile
← Index Dockerfile dockerfile
FROM python:3.12-slim

# Prevent interactive prompts during package installation
ENV DEBIAN_FRONTEND=noninteractive

# Install system dependencies (build tools will be removed after pip install).
# curl + ca-certificates + gnupg are needed to add the NodeSource repository
# for the JS analysis toolchain (webcrack + @nodesecure/js-x-ray).
RUN apt-get update && apt-get install -y \
    git \
    gcc \
    g++ \
    build-essential \
    libmagic1 \
    file \
    libqt5core5a \
    libqt5gui5 \
    libqt5widgets5 \
    default-jre-headless \
    curl \
    ca-certificates \
    gnupg \
    && rm -rf /var/lib/apt/lists/*

# Install Node.js 22 LTS (needed by webcrack and @nodesecure/js-x-ray). Pinning
# to 22.x because that's the active LTS — bumping to a future major is a
# deliberate Dockerfile change, not a silent upgrade on rebuild.
RUN curl -fsSL https://deb.nodesource.com/setup_22.x | bash - && \
    apt-get install -y nodejs && \
    rm -rf /var/lib/apt/lists/*

# webcrack is the deobfuscator (CLI on PATH). Pinned to 2.16.0 — released
# 2026-04-25, last verified working with our subprocess invocation. Bumping
# this is a deliberate change so a future regression in webcrack does not
# show up as a silent JSDeobfuscation behaviour shift on image rebuild.
RUN npm install -g webcrack@2.16.0

# Create application directory
WORKDIR /app

# Copy requirements and install Python dependencies
COPY requirements.txt .
RUN pip3 install --no-cache-dir -r requirements.txt

# Remove build dependencies to reduce image size. curl + gnupg are kept —
# curl is widely useful and gnupg is small. Node.js stays.
RUN apt-get remove -y gcc g++ build-essential git && \
    apt-get autoremove -y && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

# Copy application code (explicit files to help debug .dockerignore issues)
COPY redb/ ./redb/
COPY start.py .
COPY scripts/ ./scripts/

# Install @nodesecure/js-x-ray locally next to its bundled Node bridge so the
# Python wrapper's `node_modules/@nodesecure/js-x-ray` existence check passes
# without any runtime configuration. Version is pinned in the package.json.
# The npm install also triggers the `postinstall: patch-package` hook which
# re-applies the local patch in scripts/patches/ — currently a one-line fix
# for a `from "repl"` → `from "module"` import in [email protected] that breaks
# on Node 22 patches above ~22.10. Drop the patch when js-x-ray ships a fix.
RUN cd /app/redb/extractors/js_extractors/scripts && npm install --omit=dev

# Set up logging path and create logs directory
ENV LOG_FILE_PATH="/app/logs/"
RUN mkdir -p /app/logs

# Environment variables for tools (snapshot-style paths)
ENV CAPA_PATH="/usr/bin/capa"
ENV DIE_PATH="/usr/bin/nfdc"
ENV GORESYM_PATH="/usr/bin/GoReSym"
ENV JADX_PATH="/opt/deploy/jadx/bin/jadx"
ENV APKTOOL_PATH="/usr/local/bin/apktool"
ENV MALCONTENT_PATH="/usr/local/bin/mal"
ENV PATH="/usr/bin:/opt/binaryninja:${PATH}"
ENV PYTHONPATH="/opt/binaryninja/python"

# Tool timeouts
ENV CAPA_TIMEOUT="300"
ENV DIE_TIMEOUT="180"
ENV MALCONTENT_TIMEOUT="300"
ENV JADX_TIMEOUT="600"
ENV BINJA_TIMEOUT="1200"
ENV DECOMPILE_EXTRACTOR_TIMEOUT="2580"

ENV MALCONTENT_FORMATS=pebin,elf,macho,apk,javascript

# JS analysis toolchain. webcrack is on PATH from the global npm install;
# js-x-ray's Python wrapper finds the bundled Node bridge at the default
# location (no env needed). Override these in .env / Nomad if you swap tools.
ENV JS_DEOBFUSCATOR_PATH="webcrack"
ENV JS_DEOBFUSCATE_TIMEOUT="60"
ENV JS_XRAY_TIMEOUT="60"

# Copy the Binary Ninja setup script
COPY scripts/setup-and-run.sh /usr/local/bin/setup-and-run.sh
RUN chmod +x /usr/local/bin/setup-and-run.sh

# Create non-root user for security
RUN useradd -m -u 1000 analyzer
RUN chown -R analyzer:analyzer /app /app/logs
USER analyzer

# Set entrypoint to setup script for Binary Ninja installation (runtime)
ENTRYPOINT ["/usr/local/bin/setup-and-run.sh"]

# Set working directory
WORKDIR /app

# Default command - supports both feature extraction and decompilation
CMD ["python3", "start.py", "--nomad-job"]