Ramaswamy Chandramouli

21 papers A 3B 1C 2Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Computer
Ramaswamy Chandramouli, Zack Butcher
2019 conf
IFIP Int. Conf. Digital Forensics
Changwei Liu, Anoop Singhal, Ramaswamy Chandramouli, Duminda Wijesekera
2018 conf
From Database to Cyber Security
Ramaswamy Chandramouli
2016 conf
ABAC@CODASPY
David F. Ferraiolo, Ramaswamy Chandramouli, Rick Kuhn, Vincent C. Hu
2014 ch.
Secure Cloud Computing
Ramaswamy Chandramouli, Michaela Iorga, Santosh Chokhani
2010 B conf
DBSec
Ramaswamy Chandramouli
2010 J jnl
ACM Crossroads
Ramaswamy Chandramouli, Peter Mell
2009 J jnl
IEEE Secur. Priv.
Ramaswamy Chandramouli, Scott Rose
2008 conf
POLICY
Ramaswamy Chandramouli
2007 J jnl
IEEE Secur. Priv.
Ramaswamy Chandramouli, Philip Lee
2006 J jnl
IEEE Secur. Priv.
Ramaswamy Chandramouli, Scott Rose
2005 A conf
ACSAC
Ramaswamy Chandramouli, Scott Rose
2005 conf
POLICY
Ramaswamy Chandramouli
2004 conf
HICSS
Ramaswamy Chandramouli, Mark R. Blackburn
2004 C conf
ICEC
Ramaswamy Chandramouli
2004 conf
CCCT (2)
Mark R. Blackburn, Ramaswamy Chandramouli
2003 A conf
ACSAC
Ramaswamy Chandramouli
2003 C conf
SACMAT
David F. Ferraiolo, Ramaswamy Chandramouli, Gail-Joon Ahn, Serban I. Gavrila
2001 A conf
ACSAC
Ramaswamy Chandramouli
2001 J jnl
ACM Trans. Inf. Syst. Secur.
David F. Ferraiolo, Ravi S. Sandhu, Serban I. Gavrila, D. Richard Kuhn, Ramaswamy Chandramouli
2000 conf
ACM Workshop on Role-Based Access Control
Ramaswamy Chandramouli
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"