C. Igathinathane

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comput. Electron. Agric.
Zhaoyu Rui, Zhao Zhang, Cunming Hao, Yingxin Jia, Zhenhuan Ye, Saddam Hussain, Mahmoud A. Abdelhamid, C. Igathinathane, Yiannis Ampatzidis
2026 J jnl
SoftwareX
Samriddha Das, C. Igathinathane, Xin Sun
2026 J jnl
Comput. Electron. Agric.
Weihua Cao, Zhao Zhang, Zeping Wang, Ailin Wei, Qianfu Chen, C. Igathinathane, Fu Zhang, Mahmoud A. Abdelhamid, Dapeng Ye, Yiannis Ampatzidis
2025 J jnl
Comput. Electron. Agric.
Q. Zhang, Zhao Zhang, S. H. Manzoor, T. Li, C. Igathinathane, W. Li, Man Zhang, Mustafa Mhamed, S. M. Javidan, M. Abdelhamid
2025 J jnl
Comput. Electron. Agric.
Jianing Long, Zhao Zhang, Qu Zhang, Xiaohui Zhao, C. Igathinathane, Jianfei Xing, Chayan Kumer Saha, Wenyi Sheng, Han Li, Man Zhang
2024 J jnl
Comput. Electron. Agric.
Billy G. Ram, Peter Oduor, C. Igathinathane, Kirk Howatt, Xin Sun
2024 J jnl
Expert Syst. Appl.
Afshin Azizi, Zhao Zhang, Zhaoyu Rui, Yunxi Li, C. Igathinathane, Paulo Flores, Jithin Mathew, Alireza Pourreza, Xiongzhe Han, Man Zhang
2024 J jnl
Comput. Electron. Agric.
Zhaoyu Rui, Zhao Zhang, Man Zhang, Afshin Azizi, C. Igathinathane, Haiyan Cen, Stavros Vougioukas, Haigang Li, J. Zhang, Y. Jiang, X. Jiao, M. Wang, Yiannis Ampatzidis, O. I. Oladele, Mahdi Ghasemi-Varnamkhasti, Radi
2024 J jnl
Comput. Sci. Rev.
Afshin Azizi, Zhao Zhang, Wanjia Hua, Meiwei Li, C. Igathinathane, Liling Yang, Yiannis Ampatzidis, Mahdi Ghasemi-Varnamkhasti, Radi, Man Zhang, Han Li
2024 J jnl
Comput. Electron. Agric.
Jiangfan Yu, Zhao Zhang, Yifei Li, Wanjia Hua, Xinyu Wei, C. Igathinathane, Mustafa Mhamed, Wenqiang Zhang, Xiaoqiang Jiao, Liling Yang, Man Zhang, Han Li
2024 J jnl
Expert Syst. Appl.
Xiaohang Liu, Zhao Zhang, C. Igathinathane, Paulo Flores, Man Zhang, Han Li, Xiongzhe Han, Tuan Ha, Yiannis Ampatzidis, Hak-Jin Kim
2024 J jnl
Comput. Electron. Agric.
Yunxia Li, Zhao Zhang, Afshin Azizi, Muhammad Hilal Kabir, C. Igathinathane, Xiqing Wang, Muhammad Naveed Tahir, Xiongzhe Han, Man Zhang
2023 J jnl
Comput. Electron. Agric.
Srinivasagan N. Subhashree, C. Igathinathane, J. Hendrickson, David Archer, M. Liebig, J. Halvorson, S. Kronberg, David Toledo, K. Sedivec, Dannele Peck
2022 J jnl
Comput. Electron. Agric.
Harsh Pathak, C. Igathinathane, Z. Zhang, David Archer, J. Hendrickson
2020 J jnl
Comput. Electron. Agric.
Oveis Hassanijalilian, C. Igathinathane, Curt Doetkott, Sreekala G. Bajwa, John Nowatzki, Seyed Ali Haji Esmaeili
2020 J jnl
Remote. Sens.
Oveis Hassanijalilian, C. Igathinathane, Sreekala G. Bajwa, John Nowatzki
2020 J jnl
Comput. Electron. Agric.
Zhao Zhang, C. Igathinathane, J. Li, Haiyan Cen, Y. Lu, Joao Paulo Flores
2020 J jnl
Remote. Sens.
Zhao Zhang, Joao Paulo Flores, C. Igathinathane, Dayakar L. Naik, Ravi Kiran, Joel K. Ransom
2018 J jnl
Comput. Electron. Agric.
Sunoj Shajahan, Srinivasagan N. Subhashree, S. Dharani, C. Igathinathane, J. G. Franco, R. E. Mallinger, J. R. Prasifka, David Archer
2016 J jnl
Comput. Electron. Agric.
Sunoj Shajahan, C. Igathinathane, R. Visvanathan
redb/extractors/pe_extractors/pe_resources.py
← Index redb/extractors/pe_extractors/pe_resources.py python
from hashlib import sha256
import inspect
from datetime import datetime, timezone
from typing import Any

import magic
from magika import Magika
import pefile
from pefile import UnicodeStringWrapperPostProcessor

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


class PEResourceExtractor(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_resources"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_resources(self):
        """
        Returns:
        resources: a list of dictionaries, one per each resources type found.
                    each dictionary the key represents the name of the content,
                    which is the value itself.
                    Empty list if no resources present.
        """
        self.log.debug(inspect.currentframe().f_code.co_name)
        resources_list = []
        try:
            if hasattr(self.pe, "DIRECTORY_ENTRY_RESOURCE"):
                for resource_type in self.pe.DIRECTORY_ENTRY_RESOURCE.entries:
                    # if resource_type.name is not None:
                    #     name = resource_type.name
                    # else:
                    #     name = pefile.RESOURCE_TYPE.get(resource_type.struct.Id)
                    # if not name:
                    #     name = resource_type.struct.Id
                    name = (
                        resource_type.name
                        if resource_type.name is not None
                        else pefile.RESOURCE_TYPE.get(resource_type.struct.Id)
                    )
                    if isinstance(name, UnicodeStringWrapperPostProcessor):
                        name = name.decode()
                    try:
                        if hasattr(resource_type, "directory"):
                            for resource_id in resource_type.directory.entries:
                                if hasattr(resource_id, "directory"):
                                    for resource_lang in resource_id.directory.entries:
                                        rsrc_data = self.pe.get_data(
                                            resource_lang.data.struct.OffsetToData,
                                            resource_lang.data.struct.Size,
                                        )
                                        file_type = magic.from_buffer(rsrc_data)
                                        magik = Magika().identify_bytes(rsrc_data).output.label

                                        rsrc_entropy = (
                                            "%.2f"
                                            % pefile.SectionStructure.entropy_H(
                                                self.pe, rsrc_data
                                            )
                                        )
                                        rsrc_sha256 = sha256(rsrc_data).hexdigest()
                                        lang = pefile.LANG.get(
                                            resource_lang.data.lang, "*unknown*"
                                        )
                                        sublang = pefile.get_sublang_name_for_lang(
                                            resource_lang.data.lang,
                                            resource_lang.data.sublang,
                                        )
                                        pe_resource = PEResource(
                                            _id=rsrc_sha256,
                                            resource_type=name,
                                            resource_entropy=rsrc_entropy,
                                            resource_sha256=rsrc_sha256,
                                            resource_filetype=file_type,
                                            resource_magika=magik,
                                            resource_language=lang,
                                            resource_rva=resource_lang.data.struct.OffsetToData,
                                            resource_size=resource_lang.data.struct.Size,
                                            resource_sub_lang=sublang,
                                        )
                                        resources_list.append(pe_resource)
                    except Exception as e:
                        self.log.warning(
                            f"Continue after Error in {self.hash.sha256}: {resource_type.name} "
                            f"Exception: {e}",
                            stack_info=True,
                        )
                        # resources_list.append({f"{e} - {resource_type.name}"})
                        continue
        except Exception as e:
            self.log.exception(
                f"Extract exports error {self.hash.sha256} Exception: {e}"
            )
        self.log.debug(f"Resource list {resources_list}")
        return resources_list

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)
            resources = self._extract_resources()
            # self.export_to_elastic(resources)  # Let the exporters handle this
            return resources
        except Exception as e:
            self.log.error(f"Extract resources 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":
            resources = self.extract()
            if resources is None:
                return None
            
            data = []
            current_time = datetime.now(timezone.utc)
            
            for resource in resources:
                data.append([
                    self.sha256,                    # sha256
                    self.md5,                       # md5
                    self.sha1,                      # sha1
                    resource.resource_type,         # resource_type
                    resource.resource_entropy,      # resource_entropy
                    resource.resource_sha256,       # resource_sha256
                    resource.resource_filetype,     # resource_filetype
                    resource.resource_magika,       # resource_magika
                    resource.resource_language,     # resource_language
                    resource.resource_sub_lang,     # resource_sub_lang
                    resource.resource_size,         # resource_size
                    resource.resource_rva,          # resource_rva
                    current_time                    # analysis_date
                ])
            
            column_names = [
                'sha256', 'md5', 'sha1', 'resource_type', 'resource_entropy',
                'resource_sha256', 'resource_filetype', 'resource_magika',
                'resource_language', 'resource_sub_lang', 'resource_size',
                'resource_rva', 'analysis_date'
            ]
            
            if not data:
                return None

            column_type_names = [
                'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                'LowCardinality(Nullable(String))', 'Float64',
                'FixedString(64)', 'LowCardinality(Nullable(String))', 'LowCardinality(Nullable(String))',
                'LowCardinality(Nullable(String))', 'LowCardinality(Nullable(String))', 'UInt64',
                'UInt64', 'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

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