Nanna Inie

39 papers A* 3A 1B 4C 2Misc 3Journal 14Unranked 12
YearRankTypeTitle / Venue / Authors
2026 conf
CHI Extended Abstracts
Georgia Panagiotidou, Christina Bremer, Silvia Cazacu, Sinem Görücü, Nanna Inie, Luiz A. Morais, Raghavendra Selvan, Ben Snaith, Ana Valdivia
2025 A* conf
CHI
Nanna Inie, Jeanette Falk, Raghavendra Selvan
2025 J jnl
ACM Trans. Comput. Hum. Interact.
Emilia Rosselli Del Turco, Nanna Inie, James D. Hollan, Peter Dalsgaard
2025 J jnl
CoRR
Niklas Elmqvist, Eve E. Hoggan, Hans-Jörg Schulz, Marianne Graves Petersen, Peter Dalsgaard, Ira Assent, Olav W. Bertelsen, Akhil Arora, Kaj Grønbæk, Susanne Bødker, Clemens Nylandsted Klokmose, Rachel Charlotte Smith, Sebastian Hubenschmid, Christoph Albert Johns, Gabriela Molina León, Anton Wolter, Johannes Ellemose, Vaishali Dhanoa, Simon Aagaard Enni, Mille Skovhus Lunding, Karl-Emil Kjær Bilstrup, Juan Sánchez Esquivel, Luke Connelly, Rafael Pablos-Sarabia, Morten Birk, Joachim Nyborg, Stefanie Zollmann, Tobias Langlotz, Meredith Siang-Yun Chou, Jens Emil Sloth Grønbæk, Michael Wessely, Yijing Jiang, Caroline Berger, Duosi Dai, Michael Mose Biskjaer, Germán Leiva, Jonas Frich, Eva Eriksson, Kim Halskov, Thorbjørn Mikkelsen, Nearchos Potamitis, Michel Yildirim, Arvind Srinivasan, Jeanette Falk, Nanna Inie, Ole Sejer Iversen, Hugo Andersson
2025 J jnl
CoRR
Nanna Inie, Jeanette Falk, Raghavendra Selvan
2025 conf
Aarhus Conference (Adjunct)
Nanna Inie, Jeanette Falk, Raghavendra Selvan
2024 conf
FAccT
Nanna Inie, Stefania Druga, Peter Zukerman, Emily M. Bender
2024 J jnl
CoRR
Nanna Inie, Stefania Druga, Peter Zukerman, Emily M. Bender
2024 A conf
Conference on Designing Interactive Systems (Companion Volume)
Matheus Valentim, Jeanette Falk, Nanna Inie
2024 J jnl
CoRR
Matheus Valentim, Jeanette Falk, Nanna Inie
2024 conf
ICER (1)
Ingrid Maria Christensen, Melissa Høegh Marcher, Nanna Inie, Claus Brabrand
2024 J jnl
J. Syst. Softw.
Claus Brabrand, Nanna Inie, Paolo Tell
2024 J jnl
CoRR
Nanna Inie
2024 J jnl
CoRR
Leon Derczynski, Erick Galinkin, Jeffrey Martin, Subho Majumdar, Nanna Inie
2023 A* conf
CHI
Nanna Inie, Bjørn Hjorth Westh, John Henrik Muller, Mircea Filip Lungu
2023 conf
CHI Extended Abstracts
Nanna Inie, Jeanette Falk, Steve Tanimoto
2023 J jnl
CoRR
Nanna Inie, Jeanette Falk, Steven L. Tanimoto
2023 C conf
FIE
Bjøm Hjorth Westh, Nanna Inie, Louise Barkhuus, Claus Brabrand
2023 J jnl
CoRR
Nanna Inie, Jonathan Stray, Leon Derczynski
2023 B conf
Creativity & Cognition
Steven L. Tanimoto, Nanna Inie
2022 B conf
Creativity & Cognition
Nanna Inie, Jonas Frich, Peter Dalsgaard
2022 J jnl
Frontiers Comput. Sci.
Jeanette Falk, Nanna Inie
2022 C conf
FIE
Björn Þór Jónsson, Magda Pischetola, Nanna Inie, Mats Daniels, Claus Brabrand
2021 A* conf
CHI
Nanna Inie, Mircea Filip Lungu
2021 conf
ACL/IJCNLP (1)
Philine Zeinert, Nanna Inie, Leon Derczynski
2021 conf
CSEDU (1)
Nanna Inie, Louise Barkhuus
2021 conf
CSEDU (Selected Papers)
Nanna Inie, Bjørn Hjorth Westh
2020 J jnl
CoRR
Nanna Inie, Peter Dalsgaard
2020 J jnl
ACM Trans. Comput. Hum. Interact.
Nanna Inie, Peter Dalsgaard
2020 conf
CHI Extended Abstracts
Nanna Inie, Jeanette Falk Olesen, Leon Derczynski
2020 J jnl
CoRR
Nanna Inie, Jeanette Falk Olesen, Leon Derczynski
2019 conf
TTO
Leon Derczynski, Torben Oskar Albert-Lindqvist, Marius Venø Bendsen, Nanna Inie, Viktor Due Pedersen, Jens Egholm Pedersen
2018 conf
CHI Extended Abstracts
Jonas Frich, Nanna Inie, Kim Halskov, Peter Dalsgaard
2018 Misc conf
NordiCHI
Caroline Lundqvist, Daniel Klinkhammer, Kim Halskov, Stefan P. Feyer, Jeanette Falk Olesen, Nanna Inie, Harald Reiterer, Peter Dalsgaard
2018 Misc conf
NordiCHI
Nanna Inie, Steven Dow, Peter Dalsgaard
2018 Misc conf
NordiCHI
Nanna Inie, Allison Endo, Steven Dow, Peter Dalsgaard
2017 B conf
Creativity & Cognition
Nanna Inie, Peter Dalsgaard
2017 conf
CHI Extended Abstracts
Nanna Inie, Peter Dalsgaard
2017 B conf
Creativity & Cognition
Peter Dalsgaard, Nanna Inie, Nicolai Brodersen Hansen
redb/extractors/malcontent.py
← Index redb/extractors/malcontent.py python
import inspect
import json
import subprocess
from typing import Any
from datetime import datetime, timezone

from redb.extractors.enum import Tag
from redb.models.dataclasses import Malcontent
from redb.extractors.extractor import Extractor
from dotenv import load_dotenv
import os

load_dotenv(override=True)


class MalcontentExtractor(Extractor):
    """
    Extractor for malcontent tool from chainguard-dev/malcontent.

    Malcontent discovers supply-chain compromises through context, differential
    analysis, and 14,000+ YARA rules. It analyzes binaries and code to detect
    malicious content and suspicious behavioral patterns.

    Binary can be extracted from Docker image:
        docker cp $(docker create cgr.dev/chainguard/malcontent:latest):/usr/bin/mal /usr/local/bin/mal

    Stores full JSON output for materialized view extraction.
    """

    # Cache version at class level to avoid repeated subprocess calls
    _cached_version = None

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious
        )
        self.malcontent = None

    @classmethod
    def _get_malcontent_version(cls, log) -> str:
        """Get malcontent version, cached at class level."""
        if cls._cached_version is not None:
            return cls._cached_version

        malcontent_path = os.getenv("MALCONTENT_PATH", "/usr/local/bin/mal")
        try:
            result = subprocess.run(
                [malcontent_path, "--version"],
                capture_output=True,
                text=True,
                timeout=10
            )
            version_output = result.stdout.strip()
            if result.returncode == 0 and version_output:
                # Parse "malcontent version v1.21.5" -> "1.21.5"
                if version_output.startswith("malcontent version v"):
                    version_output = version_output[len("malcontent version v"):]
                elif version_output.startswith("malcontent version "):
                    version_output = version_output[len("malcontent version "):]
                cls._cached_version = version_output
            else:
                cls._cached_version = "unknown"
        except Exception as e:
            log.warning(f"Could not get malcontent version: {e}")
            cls._cached_version = "unknown"

        return cls._cached_version

    def _extract_malcontent(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        TIMEOUT = int(os.getenv("MALCONTENT_TIMEOUT", "300"))
        malcontent_path = os.getenv("MALCONTENT_PATH", "/usr/local/bin/mal")

        malcontent_command = [malcontent_path, "analyze", "--format=json", self.filepath]

        import signal

        try:
            process = subprocess.Popen(
                malcontent_command,
                stdout=subprocess.PIPE,
                stderr=subprocess.PIPE,
                text=True,
                preexec_fn=os.setsid
            )

            try:
                stdout, stderr = process.communicate(timeout=TIMEOUT)
                if process.returncode != 0:
                    self.log.error(f"Error running malcontent, return code: {process.returncode}, stderr: {stderr}")
                    return {}
            except subprocess.TimeoutExpired:
                self.log.warning(f"The malcontent command timed out after {TIMEOUT} seconds, terminating process group")
                try:
                    os.killpg(process.pid, signal.SIGTERM)
                    try:
                        process.wait(timeout=3)
                    except subprocess.TimeoutExpired:
                        self.log.warning("Process didn't terminate with SIGTERM, sending SIGKILL")
                        os.killpg(process.pid, signal.SIGKILL)
                    process.wait()
                except (ProcessLookupError, OSError) as e:
                    self.log.warning(f"Error while killing process: {e}")
                return {}

            try:
                malcontent_output = json.loads(stdout)
            except json.JSONDecodeError as e:
                self.log.error(f"Error parsing malcontent output: {e}")
                return {}

            # Unwrap the Files/<path> structure to get the inner content
            # Structure is: {"Files": {"/path/to/file": {<actual content>}}}
            files_dict = malcontent_output.get("Files", {})
            if not files_dict:
                self.log.warning("Malcontent output has no 'Files' key")
                return {}

            # Get the first (and only) file's content
            file_content = next(iter(files_dict.values()), {})
            if not file_content:
                self.log.warning("Malcontent output has empty file content")
                return {}

            # Extract risk score and level from the unwrapped content
            risk_score = file_content.get("RiskScore", 0)
            risk_level = file_content.get("RiskLevel", "")

            version = self._get_malcontent_version(self.log)

            self.malcontent = Malcontent(
                malcontent_dump=json.dumps(file_content),
                version=version,
                risk_score=risk_score,
                risk_level=risk_level
            )
            self.log.debug(f"Malcontent analysis complete, version={version}, risk={risk_level}({risk_score})")

        except Exception as e:
            self.log.error(f"Unexpected error in malcontent extraction: {str(e)}")
            if 'process' in locals() and process.poll() is None:
                try:
                    os.killpg(process.pid, signal.SIGKILL)
                    process.wait()
                except:
                    pass
            return {}

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ClickHouseExporter":
            current_time = datetime.now(timezone.utc)

            data = [[
                self.sha256,
                current_time,
                self.malcontent.version,
                self.malcontent.risk_score,
                self.malcontent.risk_level,
                self.malcontent.malcontent_dump
            ]]

            column_names = [
                'sha256', 'analysis_date',
                'malcontent_version', 'malcontent_risk_score', 'malcontent_risk_level',
                'malcontent_json'
            ]

            column_type_names = [
                'FixedString(64)',
                'DateTime64(3, \'UTC\')',
                'LowCardinality(String)', 'UInt8', 'LowCardinality(String)',
                'JSON'
            ]

            return (data, column_names, column_type_names)

    def get_clickhouse_table(self) -> str:
        return "redb_malcontent"

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            self._extract_malcontent()
            return self.malcontent
        except Exception as e:
            self.log.error(f"Error extracting malcontent: {e}")
            return None

    def tag(self):
        return Tag.MALCONTENT.value