Kashun Shum

20 papers A* 3Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Lei Zhang, Mouxiang Chen, Ruisheng Cao, Jiawei Chen, Fan Zhou, Yiheng Xu, Jiaxi Yang, Zeyao Ma, Liang Chen, Changwei Luo, Kai Zhang, Fan Yan, Kashun Shum, Jiajun Zhang, Zeyu Cui, Feng Hu, Junyang Lin, Binyuan Hui, Min Yang
2026 J jnl
CoRR
Ruisheng Cao, Mouxiang Chen, Jiawei Chen, Zeyu Cui, Yunlong Feng, Binyuan Hui, Yuheng Jing, Kaixin Li, Mingze Li, Junyang Lin, Zeyao Ma, Kashun Shum, Xuwu Wang, Jinxi Wei, Jiaxi Yang, Jiajun Zhang, Lei Zhang, Zongmeng Zhang, Wenting Zhao, Fan Zhou
2025 A* conf
ICML
Kashun Shum, Yuzhen Huang, Hongjian Zou, Qi Ding, Yixuan Liao, Xiaoxin Chen, Qian Liu, Junxian He
2025 J jnl
CoRR
Kashun Shum, Yuzhen Huang, Hongjian Zou, Qi Ding, Yixuan Liao, Xiaoxin Chen, Qian Liu, Junxian He
2025 J jnl
CoRR
Kashun Shum, Binyuan Hui, Jiawei Chen, Lei Zhang, X. W., Jiaxi Yang, Yuzhen Huang, Junyang Lin, Junxian He
2025 A* conf
EMNLP
Zixin Chen, Sicheng Song, Kashun Shum, Yanna Lin, Rui Sheng, Weiqi Wang, Huamin Qu
2025 J jnl
CoRR
Zixin Chen, Sicheng Song, Kashun Shum, Yanna Lin, Rui Sheng, Huamin Qu
2024 A* conf
EMNLP
Kashun Shum, Minrui Xu, Jianshu Zhang, Zixin Chen, Shizhe Diao, Hanze Dong, Jipeng Zhang, Muhammad Omer Raza
2024 J jnl
CoRR
Kashun Shum, Minrui Xu, Jianshu Zhang, Zixin Chen, Shizhe Diao, Hanze Dong, Jipeng Zhang, Muhammad Omer Raza
2024 conf
NAACL (Demonstrations)
Shizhe Diao, Rui Pan, Hanze Dong, Kashun Shum, Jipeng Zhang, Wei Xiong, Tong Zhang
2024 conf
ACL (Findings)
Rui Pan, Shuo Xing, Shizhe Diao, Wenhe Sun, Xiang Liu, Kashun Shum, Jipeng Zhang, Renjie Pi, Tong Zhang
2024 conf
ACL (1)
Cheng Niu, Yuanhao Wu, Juno Zhu, Siliang Xu, Kashun Shum, Randy Zhong, Juntong Song, Tong Zhang
2024 J jnl
CoRR
Yuanhao Wu, Juno Zhu, Siliang Xu, Kashun Shum, Cheng Niu, Randy Zhong, Juntong Song, Tong Zhang
2023 conf
EMNLP (Findings)
Kashun Shum, Shizhe Diao, Tong Zhang
2023 J jnl
CoRR
Kashun Shum, Shizhe Diao, Tong Zhang
2023 J jnl
CoRR
Shizhe Diao, Rui Pan, Hanze Dong, Kashun Shum, Jipeng Zhang, Wei Xiong, Tong Zhang
2023 J jnl
CoRR
Rui Pan, Shuo Xing, Shizhe Diao, Xiang Liu, Kashun Shum, Jipeng Zhang, Tong Zhang
2023 J jnl
CoRR
Hanze Dong, Wei Xiong, Deepanshu Goyal, Rui Pan, Shizhe Diao, Jipeng Zhang, Kashun Shum, Tong Zhang
2023 J jnl
Trans. Mach. Learn. Res.
Hanze Dong, Wei Xiong, Deepanshu Goyal, Yihan Zhang, Winnie Chow, Rui Pan, Shizhe Diao, Jipeng Zhang, Kashun Shum, Tong Zhang
2021 conf
ACL/IJCNLP (Findings)
Shizhe Diao, Xinwei Shen, Kashun Shum, Yan Song, Tong Zhang
redb/extractors/decompiler/bninja/arch/x86.py
← Index redb/extractors/decompiler/bninja/arch/x86.py python
from binaryninja.enums import (
    InstructionTextTokenType,
)

# Support both package and standalone imports
try:
    from .architecture import Architecture
except ImportError:
    # Fallback to absolute imports (for multiprocessing spawned processes)
    from redb.extractors.decompiler.bninja.arch.architecture import Architecture


class Arch_x86(Architecture):
    """The concrete class for architecture-dependent details for x86_64"""

    def __init__(self):
        # general purpose registers for 64bits
        self.gpr_64 = [
            "RAX",
            "RBX",
            "RCX",
            "RDX",
            "RSI",
            "RDIR9",
            "R10",
            "R11",
            "R12",
            "R13",
            "R14",
            "R15",
        ]

        self.gpr_32 = [
            "EAX",
            "EBX",
            "ECX",
            "EDX",
            "ESI",
            "EDI",
            "R8D",
            "R9D",
            "R10D",
            "R11D",
            "R12D",
            "R13D",
            "R14D",
            "R15D",
        ]

        self.gpr_16 = [
            "AX",
            "BX",
            "CX",
            "DX",
            "SI",
            "DI",
            "R8W",
            "R9W",
            "R10W",
            "R11W",
            "R12W",
            "R13W",
            "R14W",
            "R15W",
        ]

        self.gpr_8 = [
            "AL",
            "BL",
            "CL",
            "DL",
            "SIL",
            "DIL",
            "R8B",
            "R9B",
            "R10B",
            "R11B",
            "R12B",
            "R13B",
            "R14B",
            "R15B",
        ]

        self.fpu_x87 = ["ST0", "ST1", "ST2", "ST3", "ST4", "ST5", "ST6", "ST7"]

        self.sse_xmm = [
            "XMM0",
            "XMM1",
            "XMM2",
            "XMM3",
            "XMM4",
            "XMM5",
            "XMM6",
            "XMM7",
            "XMM8",
            "XMM9",
            "XMM10",
            "XMM11",
            "XMM12",
            "XMM13",
            "XMM14",
            "XMM15",
        ]

        self.avx_ymm = [
            "YMM0",
            "YMM1",
            "YMM2",
            "YMM3",
            "YMM4",
            "YMM5",
            "YMM6",
            "YMM7",
            "YMM8",
            "YMM9",
            "YMM10",
            "YMM11",
            "YMM12",
            "YMM13",
            "YMM14",
            "YMM15",
        ]
        self.flags = ["FLAGS", "EFLAGS", "RFLAGS"]
        self.stack_registers = ["RBP", "RSP", "SP", "BP"]
        self.size = 8
        self.global_registers = (
            self.gpr_64
            + self.gpr_32
            + self.gpr_16
            + self.gpr_8
            + self.fpu_x87
            + self.sse_xmm
            + self.avx_ymm
        )
        self.opcode_categories = self._initialize_opcode_categories()

        ## instructions
        self.instructions = []

    def is_register(self, register):
        register = register.upper()
        return register in self.global_registers

    def is_general_purpose_register(self, register):
        register = register.upper()
        return (
            register in self.gpr_64
            or register in self.gpr_32
            or register in self.gpr_16
            or register in self.gpr_8
        )

    def is_stack_register(self, register):
        register = register.upper()
        return register in self.stack_registers

    def is_xmm_register(self, register):
        register = register.upper()
        return register in self.sse_xmm

    def is_control_flow(self, instr_tokens):
        return False

    def is_control_flow_instruction(self, instr_tokens):
        """Check if an instruction is a control flow instruction (jump, call, return, loop)."""
        try:
            # Extract the mnemonic from the instruction tokens
            mnemonic = None
            for token in instr_tokens:
                if token.type == InstructionTextTokenType.InstructionToken:
                    mnemonic = token.text.upper()
                    break

            if not mnemonic:
                return False

            # Check if it's a jump, call, return, or loop instruction
            return (
                mnemonic.startswith("J")  # All jumps (JMP, JE, JNE, etc.)
                or mnemonic == "CALL"  # Function calls
                or mnemonic == "RET"  # Return
                or mnemonic == "RETN"  # Another form of return
                or mnemonic.startswith("LOOP")
            )  # Loop instructions

        except Exception as e:
            print(e)
            # If we can't determine, assume it's not a control flow instruction
            return False

    def is_control_flow_instruction_by_mnemonic(self, mnemonic):
        """Check if an instruction is a control flow instruction based on its mnemonic."""
        if not mnemonic:
            return False

        mnemonic = mnemonic.upper()
        return (
            mnemonic.startswith("J")  # All jumps (JMP, JE, JNE, etc.)
            or mnemonic == "CALL"  # Function calls
            or mnemonic == "RET"  # Return
            or mnemonic == "RETN"  # Another form of return
            or mnemonic.startswith("LOOP")
        )

    def _initialize_opcode_categories(self):
        """Initialize mapping of opcodes to categories similar to Ghidra's implementation."""
        opcode_categories = {}
        opcode_index = {}  # Add this to mimic Ghidra's opcodeIndex

        # Define common opcodes array similar to Ghidra's COMMON_OPCODES
        COMMON_OPCODES = [
            # Core instructions (tracked individually)
            "MOV",
            "PUSH",
            "POP",
            "LEA",
            "CALL",
            "RET",  # Data movement and control
            "ADD",
            "SUB",
            "MUL",
            "DIV",  # Basic arithmetic
            "AND",
            "OR",
            "XOR",
            "NOT",  # Logical operations
            "JMP",
            "JE",
            "JNE",  # Basic jumps
            "TEST",
            "CMP",  # Comparisons
            # Grouped categories (aggregated tracking)
            "SIMD_MOVE",  # MOVAPS, MOVDQA, MOVDQU, etc.
            "COND_JUMP_EXT",  # Other conditional jumps (JG, JL, JGE, etc.)
            "STRING_OP",  # MOVS, STOS, LODS, SCAS, CMPS
            "STACK_ADV",  # ENTER, LEAVE, PUSHA, POPA
            "ARITHMETIC_ADV",  # IMUL, IDIV, ADC, SBB
            "BIT_OP",  # SHL, SHR, SAR, ROL, ROR, etc.
            "FPU_OP",  # FLD, FST, FADD, etc.
            "SYSTEM_OP",  # SYSCALL, INT, SYSENTER
            "CRYPTO_OP",  # AES*, SHA* instructions
            "MISC_OP",  # Rare but interesting (CPUID, RDTSC, etc.)
        ]

        # Create index map like Ghidra
        for i, opcode in enumerate(COMMON_OPCODES):
            opcode_index[opcode] = i

        # Now categorize opcodes using if/elif/else structure like in Ghidra
        for opcode in COMMON_OPCODES:
            # String Operations (checking these first to avoid MOV confusion)
            if opcode.startswith("MOVS") or opcode in [
                "STOS",
                "LODS",
                "SCAS",
                "CMPS",
                "REP",
                "REPE",
                "REPNE",
            ]:
                opcode_categories[opcode] = "STRING_MANIPULATION"

            # Data Movement (after string ops to avoid MOVS confusion)
            elif opcode.startswith("MOV") or opcode in ["LEA", "XCHG"]:
                opcode_categories[opcode] = "DATA_MOVEMENT"

            # Stack Operations
            elif opcode in ["PUSH", "POP", "ENTER", "LEAVE", "PUSHA", "POPA"]:
                opcode_categories[opcode] = "STACK_MANAGEMENT"

            # Control Flow (non-conditional)
            elif opcode in ["JMP", "CALL", "RET"]:
                opcode_categories[opcode] = "CONTROL_FLOW"

            # Conditional Jumps and Loops
            elif opcode.startswith("J") or opcode.startswith("LOOP"):
                opcode_categories[opcode] = "CONDITIONAL_JUMP"

            # Arithmetic
            elif opcode in [
                "ADD",
                "SUB",
                "MUL",
                "DIV",
                "IMUL",
                "IDIV",
                "ADC",
                "SBB",
                "INC",
                "DEC",
                "NEG",
            ]:
                opcode_categories[opcode] = "ARITHMETIC"

            # Logical
            elif opcode in ["AND", "OR", "XOR", "NOT", "TEST", "CMP"]:
                opcode_categories[opcode] = "LOGICAL"

            # Shifts & Rotates
            elif opcode in ["SHL", "SHR", "SAR", "SAL", "ROL", "ROR", "RCL", "RCR"]:
                opcode_categories[opcode] = "SHIFT_ROTATE"

            # System & Interrupts
            elif opcode in [
                "SYSCALL",
                "INT",
                "SYSENTER",
                "SYSEXIT",
                "SGDT",
                "SIDT",
                "SLDT",
                "WRMSR",
                "RDMSR",
            ]:
                opcode_categories[opcode] = "SYSTEM_CALLS"

            # Floating Point
            elif opcode.startswith("F"):
                opcode_categories[opcode] = "FPU_ARITHMETIC"

            # System Information and Random Number Generation
            elif opcode in ["PUSHF", "POPF", "CPUID", "RDTSC", "RDRAND", "RDSEED"]:
                opcode_categories[opcode] = "CPU_FEATURES"

            # Cryptography
            elif opcode.startswith("AES") or opcode.startswith("SHA"):
                opcode_categories[opcode] = "CRYPTOGRAPHIC"

            # Miscellaneous (including flag operations)
            else:
                opcode_categories[opcode] = "MISC"

        # Additional categorization for opcodes not in COMMON_OPCODES
        # This can be used in the normalize_opcode method

        # Store both maps as instance variables
        # self.opcode_categories = opcode_categories
        self.opcode_index = opcode_index

        return opcode_categories

    def is_simd_register(self, register):
        return register in self.sse_xmm