Malik Sajjad Ahmed Nadeem

16 papers Misc 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
J. Inf. Knowl. Manag.
Maryum Bibi, Wajid Aziz, Ishtiaq Rasool Khan, Malik Sajjad Ahmed Nadeem
2024 J jnl
IEEE Access
Malik Sajjad Ahmed Nadeem, Muhammad Hammad Waseem, Wajid Aziz, Usman Habib, Anum Masood, Muhammad Attique Khan
2024 J jnl
Comput. Biol. Medicine
Madini O. Alassafi, Wajid Aziz, Rayed AlGhamdi, Abdulrahman A. Alshdadi, Malik Sajjad Ahmed Nadeem, Ishtiaq Rasool Khan, Nabeel Albishry, Adel A. Bahaddad, Ali Altalbe
2022 J jnl
Appl. Artif. Intell.
Adil Aslam Mir, Lal Hussain, Muhammad Hammad Waseem, Amjad Aldweesh, Saim Rasheed, El Sayed Yousef, Malik Sajjad Ahmed Nadeem, Elsayed Tag-Eldin
2020 J jnl
IEEE Access
Maryum Bibi, Wajid Aziz, Majid Almaraashi, Imtiaz Hussain Khan, Malik Sajjad Ahmed Nadeem, Nazneen Habib
2020 J jnl
Traitement du Signal
Syed Ahsin Ali Shah, Nazneen Habib, Malik Sajjad Ahmed Nadeem, Abdulrahman A. Alshdadi, Mohammed A. Alqarni, Wajid Aziz
2020 J jnl
IEEE Access
Muhammad Jawad, Malik Sajjad Ahmed Nadeem, Seong-O Shim, Ishtiaq Rasool Khan, Aliya Shaheen, Nazneen Habib, Lal Hussain, Wajid Aziz
2020 J jnl
J. Intell. Inf. Syst.
Saquib Khushhal, Abdul Majid, Syed Ali Abbas, Malik Sajjad Ahmed Nadeem, Saeed Arif Shah
2019 J jnl
Sci. Program.
Syed Ahsin Ali Shah, Wajid Aziz, Malik Sajjad Ahmed Nadeem, Majid Almaraashi, Seong-O Shim, Turki M. Habeebullah
2019 J jnl
IEEE Access
Muhammad Rehan Abbas, Malik Sajjad Ahmed Nadeem, Aliya Shaheen, Abdulrahman A. Alshdadi, Riad Alharbey, Seong-O Shim, Wajid Aziz
2019 J jnl
IEEE Access
Lal Hussain, Wajid Aziz, Abdulrahman A. Alshdadi, Malik Sajjad Ahmed Nadeem, Ishtiaq Rasool Khan, Qurat-ul-Ain Aini
2019 J jnl
IEEE Access
Maryum Bibi, Malik Sajjad Ahmed Nadeem, Imtiaz Hussain Khan, Seong-O Shim, Ishtiaq Rasool Khan, Uzma Naqvi, Wajid Aziz
2019 J jnl
IEEE Access
Muhammad Hammad Waseem, Malik Sajjad Ahmed Nadeem, Assad Abbas, Aliya Shaheen, Wajid Aziz, Adeel Anjum, Umar Manzoor, Muhammad A. Balubaid, Seong-O Shim
2018 J jnl
IEEE Access
Lal Hussain, Wajid Aziz, Sharjil Saeed, Adnan Idris, Imtiaz Ahmad Awan, Saeed Arif Shah, Malik Sajjad Ahmed Nadeem, Saima Rathore
2015 Misc conf
FIT
Syed Ahsin Ali Shah, Wajid Aziz, Muhammad Arif, Malik Sajjad Ahmed Nadeem
2010 conf
MLSB
Malik Sajjad Ahmed Nadeem, Jean-Daniel Zucker, Blaise Hanczar
redb/extractors/decompiler/bninja/analysis/medium_level.py
← Index redb/extractors/decompiler/bninja/analysis/medium_level.py python
import time

from binaryninja import (
    MediumLevelILOperation as MLIL_OP,
)

try:
    from ..function_type import FunctionTypeAnalysis
    from ..similarity.minhasher import MinHasher, TokenKind
    from ..utils.hashes import calculate_sha256, calculate_tlsh
    from .medium_level_normalization import MediumLevelNormalization
except ImportError:
    from redb.extractors.decompiler.bninja.analysis.medium_level_normalization import MediumLevelNormalization
    from redb.extractors.decompiler.bninja.similarity.minhasher import MinHasher
    from redb.extractors.decompiler.bninja.function_type import FunctionTypeAnalysis
    from redb.extractors.decompiler.bninja.utils.hashes import calculate_sha256, calculate_tlsh


_MLIL_CALL_OPS = (
    MLIL_OP.MLIL_CALL,
    MLIL_OP.MLIL_CALL_SSA,
    MLIL_OP.MLIL_CALL_UNTYPED,
    MLIL_OP.MLIL_CALL_UNTYPED_SSA,
    MLIL_OP.MLIL_TAILCALL,
    MLIL_OP.MLIL_TAILCALL_SSA,
    MLIL_OP.MLIL_TAILCALL_UNTYPED,
    MLIL_OP.MLIL_TAILCALL_UNTYPED_SSA,
)

_MLIL_CONTROL_FLOW_OPS = (
    MLIL_OP.MLIL_IF,
    MLIL_OP.MLIL_GOTO,
    MLIL_OP.MLIL_JUMP,
    MLIL_OP.MLIL_JUMP_TO,
    MLIL_OP.MLIL_RET,
    MLIL_OP.MLIL_RET_HINT,
    MLIL_OP.MLIL_NORET,
) + _MLIL_CALL_OPS


class MediumLevelAnalysis:
    def __init__(self, function, bv, logger):
        self.function = function
        self.name = function.name
        self.start = function.start
        self.mlil_func = function.mlil
        self.bv = bv
        self.logger = logger
        self.errors = []

    def log_error(self, message, function_name, address, exception=None, error_location="unknown"):
        error_msg = f"Error in function {function_name} at {address}: {message}"
        if exception:
            error_msg += f" - {str(exception)}"
        self.logger.error(error_msg)

        error = {
            "function_name": function_name,
            "function_address": str(address),
            "error_location": error_location,
            "error_message": message,
            "error_details": str(exception) if exception else "",
            "error_type": type(exception).__name__ if exception else "Unknown",
            "timestamp": int(time.time() * 1000),
        }
        self.errors.append(error)

    def _collect_mlil_skeleton_and_typed(self):
        mlil = self.mlil_func
        if not mlil:
            return [], [], [], []

        start = self.start
        norm = MediumLevelNormalization()

        skeleton = []
        skeleton_with_addr = []
        typed = []
        typed_with_addr = []

        for il in mlil.instructions:
            skel_norm = norm.normalize_instruction_all_levels(il)
            typed_norm = norm.normalize_instr_with_operands(il)

            skeleton.append(skel_norm)
            typed.append(typed_norm)

            offset = il.address - start
            if offset < 0:
                offset = 0

            skeleton_with_addr.append((offset, skel_norm))
            typed_with_addr.append((offset, typed_norm))

        return skeleton, skeleton_with_addr, typed, typed_with_addr

    def analyze(self):
        (
            instr_skeleton,
            body_mlil_skeleton_vector,
            instr_typed,
            body_mlil_typed_vector,
        ) = self._collect_mlil_skeleton_and_typed()

        instr_skeleton_str = str(instr_skeleton)
        sha256_skeleton = calculate_sha256(instr_skeleton_str)
        tlsh_skeleton = calculate_tlsh(instr_skeleton_str)

        instr_typed_str = str(instr_typed)
        sha256_typed = calculate_sha256(instr_typed_str)
        tlsh_typed = calculate_tlsh(instr_typed_str)

        seed = 0xdeadbeef
        minhash_mlil_skeleton = MinHasher(seed, self.mlil_func, TokenKind.MLIL).calculateMinHash()
        minhash_mlil_typed = MinHasher(seed, self.mlil_func, TokenKind.TYPED_MLIL).calculateMinHash()

        medium_level_json = {
            "function_address": self.start,
            "body_mlil_skeleton_vector": body_mlil_skeleton_vector,
            "sha256_mlil_skeleton": sha256_skeleton,
            "tlsh_mlil_skeleton": tlsh_skeleton,
            "minhash_mlil_skeleton": minhash_mlil_skeleton,
            "body_mlil_typed_vector": body_mlil_typed_vector,
            "sha256_mlil_typed": sha256_typed,
            "tlsh_mlil_typed": tlsh_typed,
            "minhash_mlil_typed": minhash_mlil_typed,
        }

        return medium_level_json, self.errors