Manuel Eduardo Ferreira

19 papers C 10Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Remote. Sens.
Lucas Moreira Furlan, Manuel Eduardo Ferreira, César Augusto Moreira, Paulo Guilherme de Alencar, Matheus Felipe Stanfoca Casagrande, Vânia Rosolen
2023 J jnl
Remote. Sens.
Lucas Silva Costa, Edson Eyji Sano, Manuel Eduardo Ferreira, Cássia Beatriz Rodrigues Munhoz, João Vitor Silva Costa, Leomar Rufino Alves Júnior, Thiago Roure Bandeira de Mello, Mercedes Maria da Cunha Bustamante
2022 J jnl
Remote. Sens.
Jéssika Cristina Nascente, Manuel Eduardo Ferreira, Gustavo Manzon Nunes
2022 J jnl
Remote. Sens.
Rafael Walter Albuquerque, Daniel Luis Mascia Vieira, Manuel Eduardo Ferreira, Lucas Pedrosa Soares, Søren Ingvor Olsen, Luciana Spinelli de Araujo, Luiz Eduardo Vicente, Julio Ricardo Caetano Tymus, Cintia Palheta Balieiro, Marcelo Matsumoto, Carlos Henrique Grohmann
2021 J jnl
Sensors
Giovana Maranhão Bettiol, Manuel Eduardo Ferreira, Luiz Pacheco Motta, Édipo Henrique Cremon, Edson Eyji Sano
2021 J jnl
Remote. Sens.
Rafael Walter Albuquerque, Manuel Eduardo Ferreira, Søren Ingvor Olsen, Julio Ricardo Caetano Tymus, Cintia Palheta Balieiro, Hendrik Mansur, Ciro José Ribeiro Moura, João Vitor Silva Costa, Maurício Ruiz Castello Branco, Carlos Henrique Grohmann
2020 J jnl
Remote. Sens.
Marcus V. N. d'Oliveira, Eben Broadbent, Luis C. Oliveira, Danilo Roberti Alves de Almeida, Daniel de Almeida Papa, Manuel Eduardo Ferreira, Angelica M. Almeyda Zambrano, Carlos Alberto Silva, Felipe Spina Avino, Gabriel Atticciati Prata, Ricardo A. Mello, Evandro O. Figueiredo, Lúcio André de Castro Jorge, Leomar Junior, Rafael Walter Albuquerque, Pedro Henrique Santin Brancalion, Benjamin Wilkinson, Marcelo Oliveira-da-Costa
2019 C conf
IGARSS
João Vitor Silva Costa, Manuel Eduardo Ferreira, MarciaNunes Macedo
2019 C conf
IGARSS
Manuel Eduardo Ferreira, Marcelo Oliveira-da-Costa, Leomar R. Alves, Rafael Walter Albuquerque, Eben Broadbent, Danilo Roberti Alves de Almeida, Felipe Spina Avino, Cassio H. G. Cezare, Angelica M. Almeyda Zambrano, Benjamin Wilkinson
2019 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Danilo Roberti Alves de Almeida, Eben North Broadbent, Angelica M. Almeyda Zambrano, Benjamin E. Wilkinson, Manuel Eduardo Ferreira, Robin L. Chazdon, Paula Meli, Eric Bastos Görgens, Carlos Alberto Silva, Scott C. Stark, Ruben Valbuena, Daniel de Almeida Papa, Pedro Henrique Santin Brancalion
2019 C conf
IGARSS
Manuel Eduardo Ferreira, Ila Santos Araújo, Felipe Spina Avino, João Vitor Silva Costa, Marcelo Oliveira-da-Costa, Rafael Walter Albuquerque, Enrique Mieza Balbuena
2015 C conf
IGARSS
Arielle Elias Arantes, Laerte Guimarães Ferreira, Manuel Eduardo Ferreira
2013 C conf
IGARSS
Manuel Eduardo Ferreira, Jovenita Silva dos Santos
2012 C conf
IGARSS
Manuel Eduardo Ferreira, Laerte Guimarães Ferreira, Daniela P. da Silva
2011 C conf
IGARSS
Manuel Eduardo Ferreira, Laerte Guimarães Ferreira, Nilson Clementino Ferreira, Mercedes Bustamante, Jean P. H. B. Ometto
2011 C conf
IGARSS
Nilson Clementino Ferreira, Laerte Guimarães Ferreira, Manuel Eduardo Ferreira, Mercedes Bustamante, Jean P. H. B. Ometto
2008 conf
IGARSS (4)
Manuel Eduardo Ferreira, Laerte Guimarães Ferreira, Edgardo Manuel Latrubesse, Fausto Miziara
2005 C conf
IGARSS
Laerte Guimarães Ferreira, Manuel Eduardo Ferreira, Marcelo Cabral Aguiar, Nilson Clementino Ferreira, Marisa Prado Gomes, Edson Eyji Sano
2004 C conf
IGARSS
Laerte Guimarães Ferreira, Manuel Eduardo Ferreira, Nilson Clementino Ferreira, Eristelma Teixeira de Jesus, Edson Eyji Sano, Alfredo R. Huete
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