Haifeng Shuai

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
IEEE Internet Things J.
Kefeng Guo, Haifeng Shuai, Kang An, Fuhui Zhou, Theodoros A. Tsiftsis, Xingwang Li, Min Wu
2024 J jnl
IEEE Trans. Veh. Technol.
Kefeng Guo, Haifeng Shuai, Xingwang Li, Liang Yang, Theodoros A. Tsiftsis, Arumugam Nallanathan, Min Wu
2023 conf
ICC
Haifeng Shuai, Kefeng Guo, Haotong Cao, Zhi Lin, Neeraj Kumar, Joel J. P. C. Rodrigues
2023 J jnl
IEEE Trans. Veh. Technol.
Haifeng Shuai, Kefeng Guo, Kang An, Yuzhen Huang, Theodoros A. Tsiftsis, Shibing Zhu
2022 J jnl
Sensors
Zeke Wu, Rui Liu, Haifeng Shuai, Shibing Zhu, Changqing Li
2022 J jnl
Sensors
Haifeng Shuai, Rui Liu, Shibing Zhu, Changqing Li, Yi Fang
2022 conf
WCSP
Haifeng Shuai, Kenfeng Guo, Kang An, Shibing Zhu, Rui Liu
2022 J jnl
IEEE Wirel. Commun. Lett.
Haifeng Shuai, Kefeng Guo, Kang An, Yuzhen Huang, Shibing Zhu
2021 J jnl
IEEE Access
Haifeng Shuai, Kefeng Guo, Kang An, Shibing Zhu
2021 J jnl
IEEE Wirel. Commun. Lett.
Rui Liu, Kefeng Guo, Kang An, Shibing Zhu, Haifeng Shuai
2021 conf
ICAIIS
Haifeng Shuai, Kefeng Guo, Lijuan Gao, Xueling Wang, Rui Liu
2020 conf
ACAI
Shibing Zhu, Haifeng Shuai, Changqing Li, Rui Liu
redb/extractors/pe_extractors/pe_inconsistency_tests.py
← Index redb/extractors/pe_extractors/pe_inconsistency_tests.py python
import inspect
from redb.ext.spoof_check import (
    Result,
    checksum_test,
    duplicate_test,
    import_count_test,
    linker_test,
)
from redb.extractors.enum import Tag
from redb.extractors.pe_extractor import PEExtractor
from redb.models.dataclasses import (
    DotNetInconsistencyTests,
    PEInconsistencyTests,
)
from datetime import datetime, timezone
from typing import Any


class PEInconstistencyTestsExtractor(PEExtractor):
    """Collection of functions to perform features inconsistency tests

    A Test where the result is True means that there is an inconsistency.
    At the moments it runs a series of inconsistency tests on PE metadata from
    - spoof_check
    - pescanner
    - dotnetfile
    """

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        pe=None,
        dotnet=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            pe,
        )
        self.dotnet = dotnet if dotnet else None
        self.pe_inconsistency_tests = None
        self.dotnet_inconsistency_tests = None
        self.elastic_index = self.index_prefix + "-pe_inconsistency_tests"

    def tag(self):
        return [Tag.PE_INCONSISTENCY_TESTS.value, Tag.DOTNET_INCONSISTENCY_TESTS.value]

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        tests_performed = False

        # Handle PE rich header tests
        try:
            rich_header = self.pe.parse_rich_header()
            if rich_header:
                self.pe_inconsistency_tests = PEInconsistencyTests(
                    test_rich_header_checksum=checksum_test(self.pe, rich_header) == Result.INVALID,
                    test_rich_header_duplicate=duplicate_test(self.pe, rich_header) == Result.INVALID,
                    test_rich_header_linker=linker_test(self.pe, rich_header) == Result.INVALID,
                    test_rich_header_import_count=import_count_test(self.pe, rich_header) == Result.INVALID,
                )
                tests_performed = True
            else:
                self.pe_inconsistency_tests = PEInconsistencyTests(
                    test_rich_header_checksum=None,
                    test_rich_header_duplicate=None,
                    test_rich_header_linker=None,
                    test_rich_header_import_count=None,
                )
        except Exception as e:
            self.log.error(f"Error processing rich header tests for {self.hash.sha256}: {e}")
            self.pe_inconsistency_tests = None

            # self.export_to_elastic([self.pe_inconsistency_tests])

        # Handle .NET tests
        try:
            if self._check_dotnet():
                if not self.dotnet:
                    self.dotnet, self.error = self._generate_dotnetfile_object()
                if self.error:
                    self.log.error(f"Error generating .NET object {self.hash.sha256}: {self.error}")
                self.dotnet_inconsistency_tests = DotNetInconsistencyTests(
                    test_dotnet_data_dir_hidden=self.dotnet.AntiMetadataAnalysis.is_dotnet_data_directory_hidden,
                    test_dotnet_extra_data=self.dotnet.AntiMetadataAnalysis.has_metadata_table_extra_data,
                    test_dotnet_fake_types=self.dotnet.AntiMetadataAnalysis.has_self_referenced_typeref_entries,
                    test_dotnet_invalid_type_ref=self.dotnet.AntiMetadataAnalysis.has_invalid_typeref_entries,
                    test_dotnet_fake_datastreams=self.dotnet.AntiMetadataAnalysis.has_fake_data_streams,
                    test_dotnet_extra_module_table=self.dotnet.AntiMetadataAnalysis.module_table_has_multiple_rows,
                    test_dotnet_extra_assembly_table=self.dotnet.AntiMetadataAnalysis.assembly_table_has_multiple_rows,
                    test_dotnet_invalid_strings_stream=self.dotnet.AntiMetadataAnalysis.has_invalid_strings_stream_entries,
                    test_dotnet_streams_mixed_case=self.dotnet.AntiMetadataAnalysis.has_mixed_case_stream_names,
                    test_dotnet_method_def_invalid_table=self.dotnet.AntiMetadataAnalysis.has_invalid_methoddef_entries,
                    test_dotnet_max_len_exceeding_strings=self.dotnet.AntiMetadataAnalysis.has_max_len_exceeding_strings,
                )
                tests_performed = True
        except Exception as e:
            self.log.error(f"Error processing .NET tests for {self.hash.sha256}: {e}")
            self.dotnet_inconsistency_tests = None

        # self.export_to_elastic([self.dotnet_inconsistency_tests])

        # If no tests were performed, return False to skip database insertion
        if not tests_performed:
            self.log.info("No inconsistency tests were performed.")
            return False

        return True

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return [self.pe_inconsistency_tests, self.dotnet_inconsistency_tests]
        elif exporter_type == "ClickHouseExporter":
            current_time = datetime.now(timezone.utc)

            # For PE tests: if no rich header (all True), store NULL instead
            has_rich_header = any([
                hasattr(self.pe_inconsistency_tests, 'test_rich_header_checksum'),
                hasattr(self.pe_inconsistency_tests, 'test_rich_header_duplicate'),
                hasattr(self.pe_inconsistency_tests, 'test_rich_header_linker'),
                hasattr(self.pe_inconsistency_tests, 'test_rich_header_import_count')
            ])
            
            pe_tests = [
                None if not has_rich_header else self.pe_inconsistency_tests.test_rich_header_checksum,
                None if not has_rich_header else self.pe_inconsistency_tests.test_rich_header_duplicate,
                None if not has_rich_header else self.pe_inconsistency_tests.test_rich_header_linker,
                None if not has_rich_header else self.pe_inconsistency_tests.test_rich_header_import_count,
            ]
            
            # For .NET tests: if not a .NET file, store NULL instead of False
            dotnet_tests = [
                self.dotnet_inconsistency_tests.test_dotnet_data_dir_hidden if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_extra_data if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_fake_types if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_invalid_type_ref if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_fake_datastreams if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_extra_module_table if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_extra_assembly_table if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_invalid_strings_stream if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_streams_mixed_case if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_method_def_invalid_table if self.dotnet_inconsistency_tests else None,
                self.dotnet_inconsistency_tests.test_dotnet_max_len_exceeding_strings if self.dotnet_inconsistency_tests else None,
            ]
            
            data = [[
                self.sha256,
                self.md5,
                self.sha1,
                *pe_tests,
                *dotnet_tests,
                current_time
            ]]

            column_names = [
                'sha256', 'md5', 'sha1',
                'test_rich_header_checksum', 'test_rich_header_duplicate', 'test_rich_header_linker', 'test_rich_header_import_count',
                'test_dotnet_data_dir_hidden', 'test_dotnet_extra_data',
                'test_dotnet_fake_types', 'test_dotnet_invalid_type_ref',
                'test_dotnet_fake_datastreams', 'test_dotnet_extra_module_table',
                'test_dotnet_extra_assembly_table', 'test_dotnet_invalid_strings_stream',
                'test_dotnet_streams_mixed_case', 'test_dotnet_method_def_invalid_table',
                'test_dotnet_max_len_exceeding_strings', 'analysis_date'
            ]
            
            column_type_names = [
                'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                'Nullable(Boolean)', 'Nullable(Boolean)', 'Nullable(Boolean)', 'Nullable(Boolean)',
                'Nullable(Boolean)', 'Nullable(Boolean)', 'Nullable(Boolean)', 'Nullable(Boolean)',
                'Nullable(Boolean)', 'Nullable(Boolean)', 'Nullable(Boolean)', 'Nullable(Boolean)',
                'Nullable(Boolean)', 'Nullable(Boolean)', 'Nullable(Boolean)',
                'DateTime64(3, \'UTC\')'
            ]

            if not data:
                return None

            return (data, column_names, column_type_names)

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