Xiaohong Yin

23 papers C 1Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Signal Process.
Yifei Wang, Kai-Li Yin, Xiaohong Yin, Chenggang Li, Lu Lu
2025 J jnl
Expert Syst. Appl.
Tian Lei, Yuxin Ding, Jingpeng Wen, Xiaohong Yin, Lei Gong, Qin Luo
2025 J jnl
J. Frankl. Inst.
Chenggang Li, Xiaohong Yin, Kai-Li Yin
2025 J jnl
IEEE CAA J. Autom. Sinica
Chenxi Gu, Xinli Wang, Kang Li, Xiaohong Yin, Shaoyuan Li, Lei Wang
2025 J jnl
IEEE Trans. Smart Grid
Yihan Xia, Xinli Wang, Xiaohong Yin, Wanlin Bo, Lei Wang, Shaoyuan Li, Kang Li
2024 J jnl
Sensors
Qihua Zhan, Yuxin Ding, Tian Lei, Xiaohong Yin, Leyu Wei, Yunpeng Liu, Qin Luo
2024 conf
ASCC
Shu-Ang Yao, Shaoyuan Li, Xiaohong Yin
2024 J jnl
IEEE Trans. Ind. Informatics
Xiwen Wang, Xinli Wang, Xiaohong Yin, Kang Li, Lei Wang, Ruiqi Wang, Rui Song
2024 J jnl
Int. J. Intell. Syst.
Xiaohong Yin, Jingpeng Wen, Tian Lei, Gaoyao Xiao, Qihua Zhan
2024 C conf
EDUCON
Xiaolin Mou, Heyan Li, Xiaohong Yin
2024 conf
ASCC
Peiyu Zheng, Xiaohong Yin, Shaoyuan Li
2024 conf
ASCC
Mengqing Li, Xiaohong Yin, Shaoyuan Li
2023 J jnl
Sensors
Leyu Wei, Lichan Liang, Tian Lei, Xiaohong Yin, Yanyan Wang, Mingyu Gao, Yunpeng Liu
2022 conf
ASCC
Kun Sun, Xiaohong Yin, Xinli Wang, Lin Cui, Mingjun Shao, Youliang Yu
2021 J jnl
Sensors
Donghui Shan, Tian Lei, Xiaohong Yin, Qin Luo, Lei Gong
2021 J jnl
IEEE Trans. Smart Grid
Lianjie Jiang, Xinli Wang, Wei Li, Lei Wang, Xiaohong Yin, Lei Jia
2018 J jnl
IEEE CAA J. Autom. Sinica
Xiaohong Yin, Shaoyuan Li
2018 J jnl
Int. J. Autom. Comput.
Xiaohong Yin, Shaoyuan Li
2015 J jnl
Comput. Chem. Eng.
Xiaohong Yin, Shaoyuan Li, Wenjian Cai
2014 J jnl
J. Sensors
Wu Zhou, Xiaohong Yin, Zhenxin Cao, Jinjun Shao
2013 conf
ASCC
Xiaohong Yin, Shaoyuan Li, Jing Wu, Ning Li, Wenjian Cai, Kang Li
2009 conf
HIS (2)
Lei Zhang, Zhixin Chen, Jia Wang, Xiaohong Yin
2008 conf
FSKD (3)
Yanming Wu, Jun Wang, Xiaohong Yin, Han Zhao
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"