Ranesh Naha

21 papers B 2Misc 2Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Serv. Comput.
Sudheer Kumar Battula, Saurabh Garg, James Montgomery, Malgorzata M. O'Reilly, Ranesh Naha
2025 Misc conf
UCC
Dong Tang, Aniket Mahanti, Ranesh Naha, Vishwambhar Pathak, Mingwei Gong
2025 Misc conf
UCC
Mingwei Sun, Aniket Mahanti, Ranesh Naha, Vishwambhar Pathak, Mingwei Gong
2025 B conf
TrustCom
Yixuan Cao, Aniket Mahanti, Ranesh Naha
2025 J jnl
CoRR
Chenghao Liu, Aniket Mahanti, Ranesh Naha, Guanghao Wang, Erwann Sbai
2025 J jnl
Future Gener. Comput. Syst.
Amit Kumar Singh, Rajendra Pamula, Nasrin Akhter, Sudheer Kumar Battula, Ranesh Naha, Abdullahi Chowdhury, Shahriar Kaisar
2025 J jnl
Online Soc. Networks Media
Terence Zhang, Aniket Mahanti, Ranesh Naha
2024 J jnl
Clust. Comput.
Anusha Nalajala, Thirumalaisamy Ragunathan, Ranesh Naha, Sudheer Kumar Battula
2024 J jnl
IEEE Access
Arunkumar Arulappan, Aniket Mahanti, Kalpdrum Passi, Thiruvenkadam Srinivasan, Ranesh Naha, Gunasekaran Raja
2024 conf
AINA (2)
Kevin Wang, Bill Wong, Mohammad Ali Khoshkholghi, Purav Shah, Ranesh Naha, Aniket Mahanti, Jong-Kyou Kim
2024 J jnl
IEEE Access
Chenghao Liu, Arunkumar Arulappan, Ranesh Naha, Aniket Mahanti, Joarder Kamruzzaman, In-Ho Ra
2023 J jnl
IEEE Access
Hossein Chegini, Ranesh Naha, Aniket Mahanti, Mingwei Gong, Kalpdrum Passi
2023 J jnl
Comput. Networks
Anh Tuan Phu, Bo Li, Faheem Ullah, Tanvir Ul Huque, Ranesh Naha, Muhammad Ali Babar, Hung Nguyen
2023 J jnl
CoRR
Anh Tuan Phu, Bo Li, Faheem Ullah, Tanvir Ul Huque, Ranesh Naha, Ali Babar, Hung Nguyen
2023 J jnl
CoRR
Sudheer Kumar Battula, Saurabh Kumar Garg, James Montgomery, Ranesh Naha
2023 conf
CCGridW
Abdullahi Chowdhury, Ranesh Naha, Shahriar Kaisar, Mohammad Ali Khoshkholghi, Kamran Ali, Antonino Galletta
2023 B conf
TrustCom
Abdullahi Chowdhury, Mohammad Manzurul Islam, Shahriar Kaisar, Mahbub E. Khoda, Ranesh Naha, Mohammad Ali Khoshkholghi, Mahdi Aiash
2023 J jnl
Internet Things
Ed Kamya Kiyemba Edris, Mahdi Aiash, Mohammad Ali Khoshkholghi, Ranesh Naha, Abdullahi Chowdhury, Jonathan Loo
2022 J jnl
J. Supercomput.
Sudheer Kumar Battula, Saurabh Garg, Ranesh Naha, Muhammad Bilal Amin, Byeong Kang, Erfan Aghasian
2022 J jnl
IEEE Access
Anusha Nalajala, Thirumalaisamy Ragunathan, Ranesh Naha
2022 J jnl
Comput. Networks
Ranesh Naha, Saurabh Kumar Garg, Sudheer Kumar Battula, Muhammad Bilal Amin, Dimitrios Georgakopoulos
redb/extractors/pe_extractors/pe_imports.py
← Index redb/extractors/pe_extractors/pe_imports.py python
import inspect
from typing import Any, List, Tuple
from datetime import datetime, timezone

from redb.extractors.enum import Tag
from redb.extractors.pe_extractor import PEExtractor
from redb.models.dataclasses import PEImport


class PEImportExtractor(PEExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        pe=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            pe,
        )
        self.elastic_index = self.index_prefix + "-pe_imports"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_imports(self):
        self.log.debug(inspect.currentframe().f_code.co_name)

        imports_symbols = []
        imports_lib = []
        imports_total = 0
        # pe_import = None
        try:
            directory_entry_import = getattr(self.pe, "DIRECTORY_ENTRY_IMPORT", [])
            imports_total = len(directory_entry_import)
            for entry in directory_entry_import:
                symbols = []
                tmp_import = {}
                libname = entry.dll.decode() if entry.dll else ""
                imports_lib.append(libname)
                # replace . with _ to avoid issues with elastic
                # entryname = entryname.replace(".", "_")
                for symbol in entry.imports:
                    if symbol.name:
                        symbols.append(symbol.name.decode())
                # imports_symbols[entryname] = symbols
                tmp_import[libname] = symbols
                imports_symbols.append(tmp_import)
            return PEImport(
                pe_imports_total=imports_total,
                pe_import_libraryName=imports_lib if imports_lib else None,
                pe_import_functions=imports_symbols if imports_symbols else None,
            )
        except Exception as e:
            self.log.error(f"Extract imports error {self.hash.sha256} Exception: {e}")
        return pe_import

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)
            return self._extract_imports()
        except Exception as e:
            self.log.error(f"Extract imports error {self.hash.sha256} Exception: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            imports = self.extract()
            if (
                imports is None
                or imports.pe_imports_total == 0
                or (
                    imports.pe_import_libraryName is None
                    and imports.pe_import_functions is None
                )
            ):
                return None

            # Flatten the data - one row per function import
            data = []
            current_time = datetime.now(timezone.utc)

            for lib_funcs in imports.pe_import_functions:
                for lib, funcs in lib_funcs.items():
                    for func in funcs:
                        data.append(
                            [
                                self.sha256,  # sha256
                                self.md5,  # md5
                                self.sha1,  # sha1
                                lib,  # library_name
                                func,  # function_name
                                current_time,  # analysis_date
                            ]
                        )

            column_names = [
                "sha256",
                "md5",
                "sha1",
                "library_name",
                "function_name",
                "analysis_date",
            ]

            column_type_names = [
                "FixedString(64)",
                "FixedString(32)",
                "FixedString(40)",
                "LowCardinality(Nullable(String))",
                "LowCardinality(Nullable(String))",
                "DateTime64(3, 'UTC')",
            ]

            if not data:
                return None

            return (data, column_names, column_type_names)

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