Vinay B. Y. Kumar

21 papers A 2C 1Misc 4Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2025 conf
ISVLSI
Abhinaba Chakraborty, Ansuman Banerjee, Vinay B. Y. Kumar, Arindam Mallik
2022 J jnl
IEEE J. Emerg. Sel. Topics Circuits Syst.
Simei Yang, Debjyoti Bhattacharjee, Vinay B. Y. Kumar, Saikat Chatterjee, Sayandip De, Peter Debacker, Diederik Verkest, Arindam Mallik, Francky Catthoor
2021 A conf
DATE
Anubhab Baksi, Shivam Bhasin, Jakub Breier, Anupam Chattopadhyay, Vinay B. Y. Kumar
2020 J jnl
IACR Cryptol. ePrint Arch.
Anubhab Baksi, Vinay B. Y. Kumar, Banashri Karmakar, Shivam Bhasin, Dhiman Saha, Anupam Chattopadhyay
2020 Misc conf
ACISP
Anubhab Baksi, Vinay B. Y. Kumar, Banashri Karmakar, Shivam Bhasin, Dhiman Saha, Anupam Chattopadhyay
2020 J jnl
IACR Cryptol. ePrint Arch.
Anubhab Baksi, Shivam Bhasin, Jakub Breier, Anupam Chattopadhyay, Vinay B. Y. Kumar
2020 A conf
DATE
Vinay B. Y. Kumar, Naina Gupta, Anupam Chattopadhyay, Michael Kasper, Christoph Krauß, Ruben Niederhagen
2020 conf
SoCC
Shivam Bhasin, Trevor E. Carlson, Anupam Chattopadhyay, Vinay B. Y. Kumar, Avi Mendelson, Romain Poussier, Yaswanth Tavva
2020 J jnl
J. Hardw. Syst. Secur.
Vinay B. Y. Kumar, Suman Deb, Naina Gupta, Shivam Bhasin, Jawad Haj-Yahya, Anupam Chattopadhyay, Avi Mendelson
2019 conf
SoCC
Vinay B. Y. Kumar, Anupam Chattopadhyay, Jawad Haj-Yahya, Avi Mendelson
2019 conf
ATS
Vinay B. Y. Kumar, Suman Deb, Rupesh Kumar, Mustafa Khairallah, Anupam Chattopadhyay, Avi Mendelson
2018 Misc conf
VLSID
Vinay B. Y. Kumar, Deval Shah, Mandar Datar, Sachin B. Patkar
2016 Misc conf
VLSID
Vinay B. Y. Kumar, Kulshreshth Dhiman, Mandar Datar, Akash Pacharne, H. Narayanan, Sachin B. Patkar
2015 J jnl
CoRR
Vinay B. Y. Kumar, Pinalkumar Engineer, Mandar Datar, Yatish Turakhia, Saurabh Agarwal, Sanket Diwale, Sachin B. Patkar
2015 conf
VDAT
Satyabrata Dash, Vivek Bangera, Vinay B. Y. Kumar, Gaurav Trivedi, Sachin B. Patkar
2014 conf
VDAT
Vivek Kumar, Vinay B. Y. Kumar, Sachin B. Patkar
2014 conf
VLSI-DAT
Janak Porwal, Sanket Diwale, Vinay B. Y. Kumar, Sachin B. Patkar
2014 C conf
ICCD
Vinay B. Y. Kumar, Shovan Maity, Sachin B. Patkar
2013 conf
PECCS
Prateek Saxena, Vinay B. Y. Kumar, Dilawar Singh, H. Narayanan, Sachin B. Patkar
2010 J jnl
Int. J. Parallel Program.
Vinay B. Y. Kumar, Siddharth Joshi, Sachin B. Patkar, H. Narayanan
2009 Misc conf
VLSI Design
Vinay B. Y. Kumar, Siddharth Joshi, Sachin B. Patkar, H. Narayanan
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