Kaiqi Liu

28 papers A* 1C 2Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Kaiqi Liu, Chenhao Yuan, Jiawei Han, Wei Li
2025 J jnl
CoRR
Qi Fan, Kaiqi Liu, Nian Liu, Hisham Cholakkal, Rao Muhammad Anwer, Wenbin Li, Yang Gao
2025 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Jiawei Han, Kaiqi Liu, Wei Li, Feng Zhang, Xiang-Gen Xia
2025 J jnl
CoRR
Jinghan Yu, Zhiyuan Ma, Yue Ma, Kaiqi Liu, Yuhan Wang, Jianjun Li
2025 A* conf
ICDE
Jinguo You, Wanting Fu, Yuxuan Wang, Peilei He, Kaiqi Liu, Quanqing Xu
2025 J jnl
CoRR
Dehao Wang, Haohang Zhu, Yiwen Xu, Kaiqi Liu
2025 J jnl
Data Sci. Eng.
Jinguo You, Yuxuan Wang, Xingrui Huang, Zhenrui Yi, Wanting Fu, Kaiqi Liu, Pengchen Zhang, Bin Yao
2025 J jnl
CoRR
Peixuan Zhang, Zijian Jia, Kaiqi Liu, Shuchen Weng, Si Li, Boxin Shi
2025 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaobin Zhao, Kaiqi Liu, Xueying Wang, Song Zhao, Kun Gao, Hongyang Lin, Yantao Zong, Wei Li
2024 J jnl
IEEE Trans. Image Process.
Jiawei Han, Kaiqi Liu, Wei Li, Guangzhi Chen, Wenguang Wang, Feng Zhang
2024 J jnl
Sensors
Guodong Tan, Kaiqi Liu, Xuechao Duan, Qunbiao Wang, Dan Zhang, Dongwu Yang, Dingchao Niu
2024 conf
ECCV (49)
Jiawei Han, Kaiqi Liu, Wei Li, Guangzhi Chen
2024 J jnl
CoRR
Jiawei Han, Kaiqi Liu, Wei Li, Guangzhi Chen
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Xiaobin Zhao, Kaiqi Liu, Kun Gao, Wei Li
2023 J jnl
Proc. ACM Manag. Data
Kaiqi Liu, Panrong Tong, Mo Li, Yue Wu, Jianqiang Huang
2023 conf
ITSC
Jiawei Han, Kaiqi Liu
2023 conf
MeMeA
Kaiqi Liu, Yijia Lu, Linhong Ji, Wei Li, Shanshan Wei
2022 J jnl
Remote. Sens.
Kaiqi Liu, Jiangbin Yuan, Wenhe Yan, Chaozhong Yang, Wei Guo, Shifeng Li, Yu Hua
2022 J jnl
IEEE Trans. Reliab.
Kaiqi Liu, Ji Wu, Haiyan Yang, Qing Sun, Ruiyuan Wan
2021 J jnl
Autom. Control. Comput. Sci.
Weiwei Zou, Haiying Dong, Kaiqi Liu, Miaohong Su
2021 C conf
QRS
Kaiqi Liu, Ji Wu, Haiyan Yang, Qing Sun, Ruiyuan Wan
2020 J jnl
IEEE Access
Haiying Dong, Miaohong Su, Kaiqi Liu, Weiwei Zou
2020 J jnl
IEEE Access
Qing Sun, Ji Wu, Kaiqi Liu
2019 J jnl
IEEE Trans. Intell. Transp. Syst.
Kaiqi Liu, Wenguang Wang, Ratnasingham Tharmarasa, Jun Wang
2019 J jnl
Sensors
Kaiqi Liu, Jianqiang Wang
2019 J jnl
IEEE Access
Kaiqi Liu, Wenguang Wang, Ratnasingham Tharmarasa, Jun Wang, Yan Zuo
2019 conf
ACM TUR-C
Qing Sun, Ji Wu, Kaiqi Liu
2017 C conf
FUSION
Kaiqi Liu, Wenguang Wang
redb/extractors/decompiler/_archive/DecompileGhidra-old.py
← Index redb/extractors/decompiler/_archive/DecompileGhidra-old.py python
from hashlib import sha256
import inspect
from pathlib import Path
import subprocess
import json
import subprocess
import json
import os
import tempfile
import uuid
import shutil
import time

from dotenv import load_dotenv

from redb.extractors.enum import Tag
from redb.models.dataclasses import Decompiled
from redb.extractors.extractor import Extractor


class DecompileGhidra(Extractor):
    def __init__(
        self,
        filepath,
        log,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
    ):
        super().__init__(
            filepath, log, index_prefix, elastic_index, known_benign, known_malicious
        )
        self.log.debug(inspect.currentframe().f_code.co_name)
        self.elastic_index = self.index_prefix + "-ghidra"
        self.ghidra_path = "/opt/ghidra"
        self.java_script_path = (
            self.ghidra_path
            + "/Ghidra/Features/Base/ghidra_scripts/GhidraDecompilerScript.java"
        )
        self.decompiled = None
        load_dotenv()
        self.decompiled_folder = os.getenv("DECOMPILED_FOLDER", "/opt/decompiled")
        self.log.debug(f"Decompiled folder: {self.decompiled_folder}")

    def run_command(self, cmd, env=None):
        try:
            self.log.info(f"Starting command: {' '.join(cmd)}")
            start_time = time.time()
            TIMEOUT = 1200  # 20 minutes in seconds
            process = subprocess.Popen(
                cmd, env=env, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True
            )

            while True:
                output = process.stdout.readline()
                if output:
                    print(output.strip())
                if process.poll() is not None:
                    break
            try:
                stdout, stderr = process.communicate(timeout=TIMEOUT)
            except subprocess.TimeoutExpired:
                process.kill()
                self.log.error(f"Ghidra timed out after {TIMEOUT} seconds")
                # raise subprocess.TimeoutExpired(process.args, TIMEOUT)
                return None
            end_time = time.time()

            self.log.debug(
                f"Command finished. Execution time: {end_time - start_time:.2f} seconds"
            )
            self.log.debug(f"Return code: {process.returncode}")

            if process.returncode != 0:
                self.log.error(f"Error output:\n{stderr}")
                return None
            return stdout
        except Exception as e:
            self.log.error(f"Error running command {' '.join(cmd)}: {e}")
            return None

    def analyze_binary(self):
        self.log.debug(f"Ghidra path: {self.ghidra_path}")
        self.log.debug(f"Binary path: {self.filepath}")
        self.log.debug(f"Java script path: {self.java_script_path}")

        # Check if Java script exists
        if not os.path.exists(self.java_script_path):
            self.log.error(f"Error: Java script not found at {self.java_script_path}")
            return None

        # Set up environment variables
        env = os.environ.copy()
        java_home = "/usr/lib/jvm/java-17-openjdk-amd64"  # Adjust this path if needed
        env["JAVA_HOME"] = java_home
        env["PATH"] = f"{java_home}/bin:{env['PATH']}"
        env["LD_LIBRARY_PATH"] = f"{java_home}/lib:{env.get('LD_LIBRARY_PATH', '')}"
        env["DECOMPILED_FOLDER"] = self.decompiled_folder

        # Print environment variables for debugging
        self.log.debug(f"JAVA_HOME: {env['JAVA_HOME']}")
        self.log.debug(f"PATH: {env['PATH']}")
        self.log.debug(f"LD_LIBRARY_PATH: {env['LD_LIBRARY_PATH']}")

        # Check Ghidra installation
        analyzeHeadless_path = f"{self.ghidra_path}/support/analyzeHeadless"
        self.log.debug(
            f"analyzeHeadless exists: {os.path.exists(analyzeHeadless_path)}"
        )

        # Create a temporary project directory
        project_path = tempfile.gettempdir() + "/ghidra_" + str(uuid.uuid4())
        os.makedirs(project_path, exist_ok=True)
        self.log.debug(f"Created temporary project path: {project_path}")
        output_file = ""

        try:
            # Run Ghidra's headless analyzer
            analyze_cmd = [
                analyzeHeadless_path,
                project_path,
                "TempProject",
                "-import",
                self.filepath,
                "-postScript",
                self.java_script_path,
                self.sha256,
                "-deleteProject",
            ]

            result = self.run_command(analyze_cmd, env=env)
            if result is None:
                return None

            # Read the output JSON file
            output_file = os.path.join(
                self.decompiled_folder, self.sha256 + "-decompiled.json"
            )
            if os.path.exists(output_file):
                with open(output_file, "r") as f:
                    functions = json.load(f)
                return functions
            else:
                self.log.error(
                    f"Output file {output_file} not found. Ghidra analysis may have failed."
                )
                return None
        finally:
            # Clean up
            if os.path.exists(project_path):
                shutil.rmtree(project_path)
                self.log.debug(f"Deleted temporary project path: {project_path}")

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            functions = self.analyze_binary()

            if functions:
                self.log.info(f"Extracted functions from {self.filepath}:")
                for func in functions:
                    id = sha256(func["address"].encode()).hexdigest()
                    self.decompiled = Decompiled(
                        _id=id,
                        decompiled_function_name=func["name"],
                        decompiled_function_address=func["address"],
                        decompiled_function=func["decompiled"],
                    )
                    self.export_to_elastic([self.decompiled])
            else:
                self.log.error("No decompiled functions extracted.")
            return True
        except Exception as e:
            self.log.error(f"Error extracting decompiled information: {e}")
            return None

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