J. Paul Robinson

28 papers A* 1C 3Misc 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Sensors
Iyll-Joon Doh, Diana Vanessa Sarria Zuniga, Sungho Shin, Robert E. Pruitt, Bartek Rajwa, J. Paul Robinson, Euiwon Bae
2023 J jnl
Sensors
Sungho Shin, Brianna Dowden, Iyll-Joon Doh, Bartek Rajwa, Euiwon Bae, J. Paul Robinson
2022 J jnl
Sensors
Hyun Jung Min, Hansel A. Mina, Amanda J. Deering, J. Paul Robinson, Euiwon Bae
2022 J jnl
Sensors
Iyll-Joon Doh, Brianna Dowden, Valery Patsekin, Bartek Rajwa, J. Paul Robinson, Euiwon Bae
2015 J jnl
IEEE J. Biomed. Health Informatics
Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa
2014 J jnl
CoRR
Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa
2014 J jnl
CoRR
Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa
2014 conf
EMBC
Awais Mansoor, Valery Patsekin, Dale Scherl, J. Paul Robinson, Bartlomiej Rajwa
2013 J jnl
IEEE J. Biomed. Health Informatics
Wamiq Manzoor Ahmed, Bulent Bayraktar, Arun K. Bhunia, E. Daniel Hirleman, J. Paul Robinson, Bartek Rajwa
2013 J jnl
IEEE Trans. Learn. Technol.
Rohit Ranchal, Teresa Taber-Doughty, Yiren Guo, Keith Bain, Heather Martin, J. Paul Robinson, Bradley S. Duerstock
2012 J jnl
Comput. Methods Programs Biomed.
Tytus Bernas, Roman Starosolski, J. Paul Robinson, Bartlomiej Rajwa
2010 Misc conf
ICASSP
Awais Mansoor, J. Paul Robinson, Bartek Rajwa
2010 J jnl
Stat. Anal. Data Min.
Ferit Akova, Murat Dundar, V. Jo Davisson, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa
2009 conf
Image Processing: Algorithms and Systems
Awais Mansoor, J. Paul Robinson, Bartek Rajwa
2009 A* conf
KDD
Murat Dundar, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa
2008 J jnl
Proc. IEEE
Wamiq Manzoor Ahmed, Silas J. Leavesley, Bartek Rajwa, Muhammad Naeem Ayyaz, Arif Ghafoor, J. Paul Robinson
2008 J jnl
IEEE Trans. Inf. Technol. Biomed.
Wamiq Manzoor Ahmed, Dominik Lenz, Jia Liu, J. Paul Robinson, Arif Ghafoor
2007 J jnl
Pattern Recognit.
Bulent Bayraktar, Tytus Bernas, J. Paul Robinson, Bartek Rajwa
2007 conf
ICSC
Wamiq Manzoor Ahmed, Jia Liu, Dominik Lenz, Arif Ghafoor, J. Paul Robinson
2007 conf
Computational Imaging
Qiqi Wang, Yinlong Sun, J. Paul Robinson
2007 J jnl
IEEE Multim.
Wamiq Manzoor Ahmed, Arif Ghafoor, J. Paul Robinson
2007 C conf
BIBE
Arif Ghafoor, J. Paul Robinson
2007 C conf
BIBE
Wamiq Manzoor Ahmed, Magdalena Jonczyk, Ali Shamsaie, Arif Ghafoor, J. Paul Robinson
2007 C conf
BIBE
Wamiq Manzoor Ahmed, Bulent Bayraktar, Arun K. Bhunia, E. Daniel Hirleman, J. Paul Robinson, Bartek Rajwa
2007 J jnl
Int. J. Semantic Comput.
Wamiq Manzoor Ahmed, Muhammad Naeem Ayyaz, Bartek Rajwa, M. Farrukh Khan, Arif Ghafoor, J. Paul Robinson
2006 conf
Computational Imaging
Qiqi Wang, Yinlong Sun, Bartek Rajwa, J. Paul Robinson
2005 J jnl
J. Integr. Bioinform.
Lu Zhou, Gérald Grégori, Jennifer Masella Blackman, J. Paul Robinson, Barry L. Wanner
2004 conf
Computational Imaging
Yinlong Sun, Qiqi Wang, Haiying Xu, J. Paul Robinson, Bartek Rajwa
redb/extractors/detectiteasy.py
← Index redb/extractors/detectiteasy.py python
import inspect
from pprint import pprint
import subprocess
import json
from typing import Any
from datetime import datetime, timezone
import os
from dotenv import load_dotenv

from redb.extractors.enum import Tag
from redb.models.dataclasses import DIEinfo
from redb.extractors.extractor import Extractor

load_dotenv(override=True)

class DIEExtractor(Extractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        precomputed_hashes=None,
    ):
        super().__init__(
            filepath, log, exporters, index_prefix, elastic_index, known_benign, known_malicious,
            precomputed_hashes=precomputed_hashes
        )
        self.log.debug(inspect.currentframe().f_code.co_name)
        self.die_info = None
        self.die_info_dict = {}
        self.elastic_index = self.index_prefix + "-die"

    def _recursive_entry(self, die_dict, master_key):
        self.log.debug(inspect.currentframe().f_code.co_name)
        if master_key:
            self.die_info_dict[master_key] = {}
        else:
            self.die_info_dict = {}
        for value in die_dict:
            if "type" in value:
                type_key = value["type"].lower().replace(" ", "_")
                name = value.get("name", "")
                version = f"({value.get('version')})" if value.get("version") else ""
                info = f"[{value.get('info')}]" if value.get("info") else ""

                if master_key:
                    self.die_info_dict[master_key][type_key] = f"{name}"
                    self.die_info_dict[master_key][f'{type_key}(full)'] = f"{name}{version}{info}"
                else:
                    self.die_info_dict[type_key] = f"{name}"
                    self.die_info_dict[f'{type_key}(full)'] = f"{name}{version}{info}"

            elif "parentfilepart" in value:
                child_key = (
                    value["parentfilepart"].lower().replace(" ", "_")
                    + "."
                    + value["filetype"].lower().replace(" ", "_")
                )
                if master_key:
                    self._recursive_entry(value["values"], f"{master_key}.{child_key}")
                else:
                    self._recursive_entry(value["values"], f"{child_key}")

    def _extract_dieinfo(self):
        """
        Execute a command-line binary with arguments and parse its JSON output.

        :param command: The command or path to the binary to execute
        :param args: Additional arguments to pass to the command
        :return: Parsed JSON output as a Python object
        """
        self.log.debug(inspect.currentframe().f_code.co_name)

        # Construct the full command
        # command = "nfdc" # UNCOMMENT FOR PROD
        # command = "/Users/p4c0/_tools/NFD.app/Contents/MacOS/nfdc" # COMMENT FOR TESTING ON MAC
        command = os.getenv("DIE_PATH")
        args = ["-durj", self.filepath]
        full_command = [command] + list(args)
        TIMEOUT = int(os.getenv("DIE_TIMEOUT", "180"))

        try:
            # Execute the command and capture its output
            result = subprocess.run(
                full_command,
                capture_output=True,
                text=True,
                check=True,
                timeout=TIMEOUT,
            )

            # Parse the JSON output
            nfdc_output = json.loads(result.stdout)

            # Extract the DIE information from the json output
            for die_entry in nfdc_output["detects"]:
                if die_entry["parentfilepart"] == "Header":
                    master_key = (
                        die_entry["parentfilepart"].lower().replace(" ", "_")
                        + "."
                        + die_entry["filetype"].lower().replace(" ", "_")
                    )
                    self._recursive_entry(die_entry["values"], None)

            # pprint(json.dumps(self.die_info_dict, indent=2)) #debug
            self.die_info = DIEinfo(result.stdout, self.die_info_dict)
            self.log.debug(f"NFDC-DIE JSON dump: todo")
        except subprocess.TimeoutExpired:
            self.log.error(f"The DIE command timed out after {TIMEOUT} seconds")
            return None
        except subprocess.CalledProcessError as e:
            self.log.error(f"Error executing DIE command: {e}")
            self.log.error(f"Command output (stderr): {e.stderr}")
            return None
        except json.JSONDecodeError as e:
            self.log.error(f"Error parsing DIE JSON output: {e}")
            self.log.error(f"Raw output: {result.stdout}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.die_info
        elif exporter_type == "ClickHouseExporter":
            # Convert DIE info to JSON string
            die_info_json = json.dumps(self.die_info_dict)
            
            data = [[
                self.sha256,
                self.md5,
                self.sha1,
                die_info_json,
                datetime.now(timezone.utc)
            ]]
            
            column_names = [
                'sha256', 'md5', 'sha1', 'die_info', 'analysis_date'
            ]
            
            column_type_names = [
                'String', 'String', 'String', 'JSON', 'DateTime64(3, \'UTC\')'
            ]
            
            return (data, column_names, column_type_names)

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

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            self._extract_dieinfo()
            
            # Check if there's a packer in the DIE results
            is_packed = False
            if self.die_info_dict:
                # Check if 'packer' exists in the DIE results
                is_packed = bool(self.die_info_dict.get('packer'))
            
            return self.die_info  # Return the extracted data instead of exporting directly
        except Exception as e:
            self.log.error(f"Error extracting DIE information: {e}")
            return None

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