Ram Sewak Singh

21 papers Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Expert Syst. Appl.
Henok Mezemr Besfat, Demissie Jobir Gelmecha, Ram Sewak Singh
2026 J jnl
Phys. Commun.
Workeneh Geleta Negassa, Demissie Jobir Gelmecha, Ram Sewak Singh
2025 J jnl
IEEE Access
Workeneh Geleta Negassa, Demissie Jobir Gelmecha, Ram Sewak Singh
2025 J jnl
Comput. Biol. Medicine
Henok Mezemr Besfat, Demissie Jobir Gelmecha, Ram Sewak Singh
2025 J jnl
Appl. Comput. Intell. Soft Comput.
Suvashisa Dash, Satyasis Mishra, Mohammed Siddique, Demissie Jobir Gelmecha, Ram Sewak Singh
2025 J jnl
Expert Syst. Appl.
Biniyam Ayele Belete, Demissie Jobir Gelmecha, Ram Sewak Singh
2025 J jnl
Iran J. Comput. Sci.
Biniyam Ayele Belete, Demissie Jobir Gelmecha, Ram Sewak Singh
2024 conf
ICIMMI
Shashi Kant Tiwari, Shweta Sinha, Karamjit Kaur Sekhon, Ram Sewak Singh
2024 J jnl
Int. J. Commun. Syst.
Selam Biru, Satyasis Mishra, Ram Sewak Singh, Shanko Chura, Sunita Satapathy
2024 J jnl
Secur. Priv.
Biniyam Ayele Belete, Gelmecha Demissie Jobir, Ram Sewak Singh
2024 J jnl
Int. J. Simul. Process. Model.
Bedilu Ababu Teka, Demissie Jobir Gelmecha, Ram Sewak Singh, Rajeev Kumar Shakya, Bijay Kumar Paikaray, Satyasis Mishra
2023 J jnl
J. Electr. Comput. Eng.
Hise Teferi Dumari, Gelmecha Demissie Jobir, Rajeev K. Shakya, Ram Sewak Singh
2023 conf
ICIMMI
Shashi Kant Tiwari, Shweta Sinha, Karamjit Kaur Sekhon, Ram Sewak Singh
2022 J jnl
J. Sensors
Pushpendra Singh, Shadab Khan, Yash Veer Singh, Ram Sewak Singh
2022 J jnl
Multim. Tools Appl.
Demissie Jobir Gelmecha, Ram Sewak Singh, Devendra Kumar Sinha, Dereje Tekilu Aseffa
2022 J jnl
Multim. Tools Appl.
Ram Sewak Singh, Demissie Jobir Gelmecha, Devendra Kumar Sinha
2022 J jnl
J. Electr. Comput. Eng.
Mustefa Badri Usman, Ram Sewak Singh, Satyasis Mishra, Davinder Singh Rathee
2021 J jnl
Int. J. Comput. Appl. Technol.
Javed Shaikh, Ram Sewak Singh, Demissie Jobir Gelmecha, Tadesse Hailu Ayane
2021 J jnl
Int. J. Model. Simul. Sci. Comput.
Tariku Desta, Devendra Kumar Sinha, Perumalla Janaki Ramulu, Ram Sewak Singh
2020 J jnl
Wirel. Commun. Mob. Comput.
Sandeep Sarowa, Naresh Kumar, Ram Sewak Singh
2019 J jnl
Iran J. Comput. Sci.
Ram Sewak Singh, Barjinder Singh Saini, Ramesh Kumar Sunkaria
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"