M. V. A. Raju Bahubalendruni

20 papers C 1Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
J. Ind. Inf. Integr.
Raghupatruni Jagadeesh Kumar, Anil Kumar Inkulu, Ronald Aseer J., M. V. A. Raju Bahubalendruni
2026 J jnl
Expert Syst. Appl.
M. Eswaran, Prasad Jones Christydass Samuel, S. K. Karthika, Bonda Atchuta Ganesh Yuvaraju, Anil Kumar Inkulu, M. V. A. Raju Bahubalendruni
2025 C conf
CloudCom
Champatiray Chiranjibi, Sonali Samal, Thippa Reddy Gadekallu, Gautam Srivastava, M. V. A. Raju Bahubalendruni
2024 J jnl
Comput. Ind. Eng.
M. Eswaran, M. V. A. Raju Bahubalendruni
2024 J jnl
Expert Syst. Appl.
M. Eswaran, Anil Kumar Inkulu, Kaartick Tamilarasan, M. V. A. Raju Bahubalendruni, R. Jaideep, Muhammad Selmanul Faris, Nidhin Jacob
2023 J jnl
Comput. Ind. Eng.
M. Eswaran, M. V. A. Raju Bahubalendruni
2023 J jnl
Expert Syst. Appl.
M. Eswaran, Anil Kumar Gulivindala, Anil Kumar Inkulu, M. V. A. Raju Bahubalendruni
2023 J jnl
Comput. Ind. Eng.
Anil Kumar Inkulu, M. V. A. Raju Bahubalendruni
2023 J jnl
Artif. Intell. Eng. Des. Anal. Manuf.
Champatiray Chiranjibi, M. V. A. Raju Bahubalendruni, Rabindra Narayan Mahapatra, Debasisha Mishra
2022 J jnl
Comput. Ind.
V. S. S. Vara Prasad, M. Hymavathi, C. S. P. Rao, M. V. A. Raju Bahubalendruni
2022 J jnl
Ind. Robot
Anil Kumar Inkulu, M. V. A. Raju Bahubalendruni, Ashok Dara, K. Sankaranarayanasamy
2022 J jnl
Int. J. Perform. Eng.
Bala Murali Gunji, B. B. V. L. Deepak, M. V. A. Raju Bahubalendruni
2022 J jnl
Int. J. Perform. Eng.
Champatiray Chiranjibi, Sonali Samal, M. V. A. Raju Bahubalendruni, Mahapatra R. N., Debasisha Mishra, Bunil Kumar Balabantaray
2021 J jnl
Int. J. Perform. Eng.
Anil Kumar Gulivindala, M. V. A. Raju Bahubalendruni, S. S. V. Prasad Varupala, Chandrasekar Ravi
2020 J jnl
Int. J. Perform. Eng.
Kolur Deepak Kumar, Sanju Yadav, Anil Kumar Gulvindala, M. V. A. Raju Bahubalendruni
2020 J jnl
Int. J. Perform. Eng.
Deepak Kumar Kolur, G. Dileep Tejas, M. V. A. Raju Bahubalendruni
2018 J jnl
IEEE Trans Autom. Sci. Eng.
A. Balamurali Gunji, B. B. V. L. Deepak, M. V. A. Raju Bahubalendruni, D. Bibhuti Bhushan Biswal
2017 J jnl
Int. J. Manuf. Mater. Mech. Eng.
Hruday Kasina, M. V. A. Raju Bahubalendruni, Rahul Botcha
2015 J jnl
Neural Comput. Appl.
Biranchi Narayan Panda, M. V. A. Raju Bahubalendruni, Bibhuti Bhusan Biswal
2014 conf
SocProS (1)
Biranchi Narayan Panda, M. V. A. Raju Bahubalendruni, Bibhuti Bhusan Biswal, Dheerendra Singh Rajput
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