Mahdi Ramezani

25 papers B 4Misc 1Journal 11Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Clust. Comput.
Farzaneh Rastegar, Mahdi Ramezani, MohammadAmin Fazli, Jafar Habibi
2019 conf
CVPR Workshops
Hooman Shariati, Anuar Yeraliyev, Burhan Terai, Shahram Tafazoli, Mahdi Ramezani
2016 J jnl
IEEE Trans. Medical Imaging
Saman Nouranian, Mahdi Ramezani, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2015 conf
MICCAI (2)
Saman Nouranian, Mahdi Ramezani, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2015 conf
Image-Guided Procedures
Saman Nouranian, Mahdi Ramezani, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2015 J jnl
IEEE Trans. Medical Imaging
Mahdi Ramezani, Kris Marble, H. Trang, Ingrid S. Johnsrude, Purang Abolmaesumi
2015 J jnl
IEEE Trans. Biomed. Eng.
Farhad Imani, Mahdi Ramezani, Saman Nouranian, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Robert Siemens, Aaron D. Ward, Parvin Mousavi, Purang Abolmaesumi
2014 conf
Image-Guided Procedures
Saman Nouranian, Mahdi Ramezani, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2014 B conf
Image Processing
Mahdi Ramezani, Abtin Rasoulian, Tom Hollenstein, Kate Harkness, Ingrid S. Johnsrude, Purang Abolmaesumi
2013 J jnl
IEEE Trans. Biomed. Eng.
Omid Mohareri, Mahdi Ramezani, Troy K. Adebar, Purang Abolmaesumi, Septimiu E. Salcudean
2013 Misc conf
ICASSP
Mahdi Ramezani, Abtin Rasoulian, Ingrid S. Johnsrude, Tom Hollenstein, Kate Harkness, Purang Abolmaesumi
2013 B conf
Image Processing
Mahdi Ramezani, Abtin Rasoulian, Purang Abolmaesumi, Tom Hollenstein, Ingrid S. Johnsrude, Kate Harkness
2013 J jnl
IEEE Trans. Commun.
Mahdi Ramezani, Masoud Ardakani
2012 conf
IPCAI
Omid Mohareri, Mahdi Ramezani, Troy K. Adebar, Purang Abolmaesumi, Septimiu E. Salcudean
2012 conf
EMBC
Mahdi Ramezani, Purang Abolmaesumi, Kris Marble, H. MacDonald, Ingrid S. Johnsrude
2012 conf
PRNI
Mahdi Ramezani, Purang Abolmaesumi, Kris Marble, H. MacDonald, Ingrid S. Johnsrude
2010 conf
CCNC
Mahdi Ramezani, Shahrokh Ghaemmaghami
2010 J jnl
IEEE Trans. Commun.
Mahdi Ramezani, Mahdi Hajiaghayi, Chintha Tellambura, Masoud Ardakani
2010 conf
CCNC
Mahdi Ramezani, Shahrokh Ghaemmaghami
2009 J jnl
CoRR
Mahdi Ramezani, Masoud Ardakani
2009 B conf
ISIT
Mahdi Ramezani, Masoud Ardakani
2009 J jnl
IEEE Trans. Commun.
Ali Sanaei, Mahdi Ramezani, Masoud Ardakani
2008 J jnl
CoRR
Ali Sanaei, Mahdi Ramezani, Masoud Ardakani
2008 B conf
ISIT
Ali Sanaei, Mahdi Ramezani, Masoud Ardakani
2008 J jnl
IEEE Commun. Lett.
Mahdi Ramezani, Raman Yazdani, Masoud Ardakani
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