Nathan Eagle

35 papers A* 1C 2Misc 2Journal 16Unranked 13
YearRankTypeTitle / Venue / Authors
2015 J jnl
PLoS Comput. Biol.
Amy Wesolowski, Wendy Prudhomme O'Meara, Nathan Eagle, Andrew J. Tatem, Caroline O. Buckee
2014 conf
CHI Extended Abstracts
Nathan Eagle
2014 A* conf
KDD
Nathan Eagle
2014 J jnl
CoRR
Yingxiang Yang, Carlos Herrera, Nathan Eagle, Marta C. González
2014 J jnl
CoRR
Nathalie E. Williams, Timothy A. Thomas, Matthew Dunbar, Nathan Eagle, Adrian Dobra
2014 J jnl
CoRR
Adrian Dobra, Nathalie E. Williams, Nathan Eagle
2013 J jnl
ACM Trans. Intell. Syst. Technol.
Zhiwen Yu, Daqing Zhang, Nathan Eagle, Diane J. Cook
2013 ch.
Computational Intelligent Data Analysis for Sustainable Development
Jameson L. Toole, Nathan Eagle, Joshua B. Plotkin
2012 J jnl
CoRR
Aaron Clauset, Nathan Eagle
2011 J jnl
ACM Trans. Auton. Adapt. Syst.
Santi Phithakkitnukoon, Ram Dantu, Rob Claxton, Nathan Eagle
2011 J jnl
ACM Trans. Intell. Syst. Technol.
Jameson L. Toole, Nathan Eagle, Joshua B. Plotkin
2010 conf
SIGSOFT FSE
Nathan Eagle
2010 C conf
ICTD
Joshua Blumenstock, Nathan Eagle
2010 J jnl
Pervasive Mob. Comput.
Murat Ali Bayir, Murat Demirbas, Nathan Eagle
2010 conf
AAAI Spring Symposium: Artificial Intelligence for Development
Amy Wesolowski, Nathan Eagle
2010 conf
AAAI Spring Symposium: Artificial Intelligence for Development
Ashish Kapoor, Nathan Eagle, Eric Horvitz
2010 conf
AAAI Spring Symposium: Artificial Intelligence for Development
Nathan Eagle, Eric Horvitz
2010 conf
AAAI Spring Symposium: Artificial Intelligence for Development
Jameson L. Toole, Nathan Eagle, Joshua B. Plotkin
2010 conf
AAAI Spring Symposium: Artificial Intelligence for Development
Shawndra Hill, Anita Banser, Getachew Berhan, Nathan Eagle
2010 J jnl
AI Mag.
Thomas Barkowsky, Sven Bertel, Frank Broz, Vinay K. Chaudhri, Nathan Eagle, Michael R. Genesereth, Harry Halpin, Emily Hamner, Gabe Hoffmann, Christoph Hölscher, Eric Horvitz, Tom Lauwers, Deborah L. McGuinness, Marek P. Michalowski, Emily Mower, Thomas F. Shipley, Kristen Stubbs, Roland Vogl, Mary-Anne Williams
2010 conf
AAAI Spring Symposium: Artificial Intelligence for Development
Joshua Evan Blumenstock, Dan Gillick, Nathan Eagle
2009 conf
CSE (4)
Nathan Eagle, Yves-Alexandre de Montjoye, Luís M. A. Bettencourt
2009 C conf
WOWMOM
Murat Ali Bayir, Murat Demirbas, Nathan Eagle
2009 conf
AAAI Spring Symposium: Technosocial Predictive Analytics
Nathan Eagle, Aaron Clauset, John A. Quinn
2009 conf
Pervasive
Nathan Eagle, John A. Quinn, Aaron Clauset
2009 conf
HCI (14)
Nathan Eagle
2008 J jnl
IEEE Intell. Syst.
Nathan Eagle
2007 J jnl
Interactions
Nathan Eagle
2006 J jnl
Pers. Ubiquitous Comput.
Nathan Eagle, Alex Pentland
2005 J jnl
Pattern Recognit. Lett.
Alex Pentland, Tanzeem Choudhury, Nathan Eagle, Push Singh
2005 J jnl
J. Comput. Assist. Learn.
Michael Sung, Jonathan Gips, Nathan Eagle, Anmol Madan, Ron Caneel, Richard W. DeVaul, J. Bonsen, Alex Pentland
2005 J jnl
IEEE Pervasive Comput.
Nathan Eagle, Alex Pentland
2004 conf
WMTE
Michael Sung, Jonathan Gips, Nathan Eagle, Richard W. DeVaul, Sandy Pentland
2003 Misc conf
UbiComp
Nathan Eagle, Alex Pentland
2003 Misc conf
ISWC
Nathan Eagle, Alex Pentland
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"]