Xi Tian

29 papers A* 1A 2C 1Misc 1Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comput. Electron. Agric.
Lei Li, Cong Zhao, Huihui Li, Xi Tian, Jindong Liu, Duoxia Wang, Keyi Wang, Shuaipeng Fei, Guoliang Wan, Jianqi Zeng, Yachao Dong, Jixin Li, Yidan Jia, Yong Zhang, Xianchun Xia, Xin Ma, Yong He, Yonggui Xiao
2025 J jnl
Comput. Electron. Agric.
Yaoyao Fan, Ting An, Xueying Yao, Yuan Long, Qingyan Wang, Zheli Wang, Xi Tian, Liping Chen, Wenqian Huang
2025 J jnl
Comput. Electron. Agric.
Yaoyao Fan, Xueying Yao, Zheli Wang, Yuan Long, Jian Kang, Liping Chen, Wenqian Huang, Xi Tian
2025 J jnl
IEEE Wirel. Commun. Lett.
Zhenyu Liu, Girim Kwon, Xi Tian, Wenbo Ding, Yuhan Dong, Yuan Shen
2025 C conf
CloudCom
Lelong Zhao, Xiaochen Guo, Boyuan Gu, Xi Tian
2025 J jnl
Comput. Vis. Media
Xi Tian, Yong-Liang Yang, Qi Wu
2024 J jnl
Comput. Electron. Agric.
Xi Tian, Jie Yao, Huishan Yu, Wenchao Wang, Wenqian Huang
2024 A conf
ICWS
Huifeng Wu, Junjie Hu, Xi Tian, Zeyun Xiao, Danfeng Sun, René Simon
2024 J jnl
Comput. Vis. Image Underst.
Xiaobao Yang, Xi Tian, Junsheng Wu, Xiaochun Yang, Sugang Ma, Xinman Qi, Zhiqiang Hou
2024 J jnl
IEEE Access
Donglin Liu, Yuping Wu, Zhiqiang Li, Xuelian Zhang, Xi Tian
2024 conf
SmartIoT
Yimeng Zhang, Qinghao Xu, Wenbo Ding, Xi Tian
2024 conf
SmartIoT
Fengman He, Lichen Bai, Sicheng Gu, Qihang Zeng, Xi Tian
2023 conf
EMBC
Dat T. Nguyen, Qihang Zeng, Xi Tian, John S. Ho
2023 Misc conf
ISKE
Xi Tian, Xiaobao Yang, Sugang Ma, Bohui Song, Ziqing He
2023 A* conf
ICCV
Xi Tian, Yong-Liang Yang, Qi Wu
2022 A conf
BMVC
Xi Tian, Yongliang Yang, Qi Wu
2022 J jnl
Comput. Electron. Agric.
Yuan Long, Qingyan Wang, Xiuying Tang, Xi Tian, Wenqian Huang, Bin Zhang
2022 J jnl
Soft Comput.
Yijun Yang, Xi Tian, Pei Pei, Xianhong He, Xiayan Zhang
2021 J jnl
Sensors
Quan Zhou, Wenqian Huang, Dong Liang, Xi Tian
2021 J jnl
IEEE Access
Li Qiu, Weiye Wu, Ahmed Abu-Siada, Bin Wang, Wang Zhang, Xi Tian, Chenglin Wang
2020 J jnl
Int. J. Comput. Assist. Radiol. Surg.
Qiuju Li, Bing Yu, Xi Tian, Xing Cui, Rongguo Zhang, Qiyong Guo
2019 conf
HPCC/SmartCity/DSS
Zhong Liu, Xi Tian, Xiaowen Chen, Yuanwu Lei, Man Liao
2019 conf
BioCAS
Xi Tian, Xin Yang, John S. Ho
2019 J jnl
IEEE Access
Yu Xia, Xi Tian, Jiangbo Li, Shuxiang Fan, Wenqian Huang
2019 conf
HPCC/SmartCity/DSS
Zhong Liu, Xi Tian, Sheng Ma
2019 conf
BioCAS
Pui Mun Lee, Xi Tian, John S. Ho
2016 J jnl
Comput. Electron. Agric.
Jiangbo Li, Wenqian Huang, Xi Tian, Chaopeng Wang, Shuxiang Fan, Chunjiang Zhao
2015 J jnl
计算机科学
Lin Yang, Jiazhu Wu, Xiao Hu, Xi Tian
2013 J jnl
Intell. Autom. Soft Comput.
Qiuhong Liao, Yanbo Huang, Shaolan He, Rangjin Xie, Qiang Lv, Shilai Yi, Yongqiang Zheng, Xi Tian, Lie Deng, Chun Qian
redb/extractors/macho_extractors/macho_segments.py
← Index redb/extractors/macho_extractors/macho_segments.py python
import hashlib
import inspect
import base64
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import MachOSegment


class MachOSegmentExtractor(MachOExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        macho=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            macho,
        )
        self.elastic_index = self.index_prefix + "-macho_segments"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _is_empty_result(self, extracted_data) -> bool:
        """
        Override: Empty segments is an ERROR, not a valid empty case.
        A valid MachO file must have segments (at minimum __PAGEZERO, __TEXT).
        """
        # Always return False - empty segments should be treated as an error
        return False

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

    def _extract_segments_for_arch(self, arch_name):
        """Extract segment information for a specific architecture."""
        self.log.debug(f"Extracting segments for architecture: {arch_name}")
        segments = []

        try:
            # Get segments using new API with architecture parameter
            segments_data = self.macho.get_segments(arch=arch_name)
            if not segments_data:
                return segments

            # Extract segments for this architecture
            for segment in segments_data:
                try:
                    segment_name = segment.get('segname', 'Unknown')

                    # Calculate segment hash
                    segment_data = self._get_segment_data(segment)
                    if segment_data:
                        seg_sha256 = hashlib.sha256(segment_data).hexdigest()
                    else:
                        seg_sha256 = ""

                    # Use entropy already calculated by machofile module, rounded to 3 decimal places
                    seg_entropy = round(segment.get('entropy', 0.0), 3)

                    # Create segment dataclass with architecture info
                    macho_segment = MachOSegment(
                        segment_name=segment_name,
                        segment_vaddr=segment.get('vaddr', 0),
                        segment_vsize=segment.get('vsize', 0),
                        segment_offset=segment.get('offset', 0),
                        segment_size=segment.get('size', 0),
                        segment_max_vm_protection=segment.get('max_vm_protection', 0),
                        segment_initial_vm_protection=segment.get('initial_vm_protection', 0),
                        segment_nsects=segment.get('nsects', 0),
                        segment_flags=segment.get('flags', 0),
                        segment_entropy=seg_entropy,
                        segment_sha256=seg_sha256,
                    )
                    # Add architecture info to the segment
                    macho_segment.architecture = arch_name
                    segments.append(macho_segment)

                except Exception as e:
                    self.log.warning(
                        f'Unable to process segment "{segment.get("segname", "Unknown")}" for architecture {arch_name} in {self.hash.sha256}: {e}'
                    )
                    continue

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments for architecture {arch_name}: {e}")
            return segments

    def _extract_segments(self):
        """Extract segment information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        segments = []

        if not self.macho:
            return segments

        try:
            # Get architectures using new API (already parsed in base class)
            architectures = self.macho.get_architectures()
            if not architectures:
                return segments

            # Process each architecture
            for arch_name in architectures:
                arch_segments = self._extract_segments_for_arch(arch_name)
                segments.extend(arch_segments)

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {e}")
            return segments

    def _get_segment_data(self, segment):
        """Get the raw data for a segment."""
        try:
            offset = segment.get('offset', 0)
            size = segment.get('size', 0)
            
            if size == 0:
                return None
            
            # Read segment data from file
            with open(self.filepath, 'rb') as f:
                f.seek(offset)
                return f.read(size)
                
        except Exception as e:
            self.log.warning(f"Error reading segment data: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            segments = self._extract_segments()
            return segments
        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            if not self.macho:
                return None

            # Get architectures (macho is already parsed in base class)
            try:
                architectures = self.macho.get_architectures()
                is_fat = len(architectures) > 1
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Extract segments for this specific architecture
                segments = self._extract_segments_for_arch(arch_name)
                if not segments:
                    continue

                # Get architecture-specific sha256 and header info
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)

                    # Get raw architecture value
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_cputype_raw = arch_header_raw.get('cputype', 0) if arch_header_raw else 0
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific data for {arch_name}: {e}")
                    arch_sha256 = self.sha256
                    arch_cputype_raw = 0

                for segment in segments:
                    data.append([
                        arch_sha256,                          # sha256 (architecture-specific)
                        segment.segment_name,                 # segment_name
                        segment.segment_vaddr,                # segment_vaddr
                        segment.segment_vsize,                # segment_vsize
                        segment.segment_offset,               # segment_offset
                        segment.segment_size,                 # segment_size
                        segment.segment_max_vm_protection,    # segment_max_vm_protection
                        segment.segment_initial_vm_protection, # segment_initial_vm_protection
                        segment.segment_nsects,               # segment_nsects
                        segment.segment_flags,                # segment_flags
                        segment.segment_entropy,              # segment_entropy
                        segment.segment_sha256,               # segment_sha256
                        current_time,                         # analysis_date
                    ])

            column_names = [
                'sha256',
                'segment_name', 'segment_vaddr', 'segment_vsize', 'segment_offset',
                'segment_size', 'segment_max_vm_protection', 'segment_initial_vm_protection',
                'segment_nsects', 'segment_flags', 'segment_entropy', 'segment_sha256',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt64', 'UInt64', 'UInt64',
                'UInt64', 'UInt32', 'UInt32',
                'UInt32', 'UInt32', 'Float64', 'FixedString(64)',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

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