Xiaodong Hu

14 papers C 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
Remote. Sens.
Tianjun Wu, Jiancheng Luo, Lijing Gao, Yingwei Sun, Wen Dong, Ya'nan Zhou, Wei Liu, Xiaodong Hu, Jiangbo Xi, Changpeng Wang, Yun Yang
2020 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tianjun Wu, Jiancheng Luo, Wen Dong, Lijing Gao, Xiaodong Hu, Zhifeng Wu, Yingwei Sun, Jinsong Liu
2019 conf
Agro-Geoinformatics
Hao Liu, Jiancheng Luo, Yingwei Sun, Liegang Xia, Wei Wu, Haiping Yang, Xiaodong Hu, Lijing Gao
2019 J jnl
Remote. Sens.
Hao Liu, Jiancheng Luo, Bo Huang, Xiaodong Hu, Yingwei Sun, Yingpin Yang, Nan Xu, Ya'nan Zhou
2019 conf
Agro-Geoinformatics
Yingwei Sun, Jiancheng Luo, Tianjun Wu, Yingpin Yang, Hao Liu, Wen Dong, Lijing Gao, Xiaodong Hu
2019 J jnl
Earth Sci. Informatics
Tianjun Wu, Wen Dong, Jiancheng Luo, Yingwei Sun, Qiting Huang, Weizhi Wu, Xiaodong Hu
2019 J jnl
Sensors
Yingwei Sun, Jiancheng Luo, Tianjun Wu, Yanan Zhou, Hao Liu, Lijing Gao, Wen Dong, Wei Liu, Yingpin Yang, Xiaodong Hu, Lingyu Wang, Zhongfa Zhou
2019 J jnl
计算机科学
Xin Zhang, Xiaodong Hu, Jiawei Wei
2018 J jnl
Remote. Sens.
Wei Wu, Jiancheng Luo, Xiaodong Hu, Haiping Yang, Yingpin Yang
2017 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ya'nan Zhou, Jun Li, Li Feng, Xin Zhang, Xiaodong Hu
2017 J jnl
Remote. Sens.
Yingpin Yang, Qiting Huang, Wei Wu, Jiancheng Luo, Lijing Gao, Wen Dong, Tianjun Wu, Xiaodong Hu
2014 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ya'nan Zhou, Jiancheng Luo, Zhanfeng Shen, Xiaodong Hu, Haiping Yang
2014 conf
ICDM Workshops
Ya'nan Zhou, Xiaodong Hu, Jun Li
2012 C conf
IGARSS
Ya'nan Zhou, Jiancheng Luo, Zhanfeng Shen, Xi Cheng, Xiaodong Hu
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"