M. A. Alsalem

43 papers Journal 43
YearRankTypeTitle / Venue / Authors
2026 J jnl
Electron. Gov. an Int. J.
Noor Dheyaa Azeez, Alaa Abdul Salam Alhamadany, M. A. Alsalem
2025 J jnl
Int. J. Intell. Syst.
Osamah Shihab Albahri, M. A. Alsalem, Ahmed Shihab Albahri, Moamin A. Mahmoud, Laith Alzubaidi, Abdullah Hussein Alamoodi, Iman Mohamad Sharaf
2025 J jnl
Int. J. Grid Util. Comput.
Luma Fawaz Jarallah, Baraa Bassam Yahya, M. A. Alsalem
2024 J jnl
Neural Comput. Appl.
Z. T. Al-qaysi, Ahmed Shihab Albahri, Mohamed Aktham Ahmed, Rula A. Hamid, M. A. Alsalem, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Raad Z. Homod, Ghadeer Ghazi Shayea, Ali M. Duhaim
2024 J jnl
Appl. Intell.
Iman Mohamad Sharaf, Osamah Shihab Albahri, M. A. Alsalem, Abdullah Hussein Alamoodi, Ahmed Shihab Albahri
2024 J jnl
Expert Syst. Appl.
M. A. Alsalem, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Ahmed Shihab Albahri, Luis Martínez-López, Raciel Yera, Ali Mohammed, Iman Mohamad Sharaf
2022 J jnl
Artif. Intell. Rev.
M. A. Alsalem, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Kareem Abbas Dawood, R. T. Mohammed, Alhamzah Alnoor, A. A. Zaidan, Ahmed Shihab Albahri, B. B. Zaidan, F. M. Jumaah, Jameel R. Al-Obaidi
2022 J jnl
J. Ambient Intell. Humaniz. Comput.
Osamah Shihab Albahri, A. A. Zaidan, B. B. Zaidan, Ahmed Shihab Albahri, Ali H. Mohsin, K. I. Mohammed, M. A. Alsalem
2022 J jnl
Appl. Intell.
M. A. Alsalem, Osamah Shihab Albahri, A. A. Zaidan, Jameel R. Al-Obaidi, Alhamzah Alnoor, Abdullah Hussein Alamoodi, Ahmed Shihab Albahri, B. B. Zaidan, F. M. Jumaah
2021 J jnl
Neural Comput. Appl.
Karrar Hameed Abdulkareem, Nureize Arbaiy, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem, Mahmood Maher Salih
2021 J jnl
J. Netw. Comput. Appl.
Ahmed Shihab Albahri, Jwan K. Alwan, Zahraa K. Taha, Sura F. Ismail, Rula A. Hamid, A. A. Zaidan, Osamah Shihab Albahri, B. B. Zaidan, Abdullah Hussein Alamoodi, M. A. Alsalem
2021 J jnl
Int. J. Inf. Technol. Decis. Mak.
Maimuna Khatari, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem, Ahmed Shihab Albahri
2021 J jnl
Multim. Tools Appl.
Ali H. Mohsin, A. A. Zaidan, B. B. Zaidan, K. I. Mohammed, Osamah Shihab Albahri, Ahmed Shihab Albahri, M. A. Alsalem
2020 J jnl
Int. J. Inf. Technol. Decis. Mak.
Karrar Hameed Abdulkareem, Nureize Arbaiy, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem, Mahmood Maher Salih
2020 J jnl
IEEE Access
K. I. Mohammed, Jafreezal Jaafar, A. A. Zaidan, Osamah Shihab Albahri, B. B. Zaidan, Karrar Hameed Abdulkareem, Ali Najm Jasim, Ali H. Shareef, M. J. Baqer, Ahmed Shihab Albahri, M. A. Alsalem, Abdullah Hussein Alamoodi
2020 J jnl
IEEE Access
Ali H. Mohsin, Nawar S. Jalood, M. J. Baqer, Abdullah Hussein Alamoodi, E. M. Almahdi, Ahmed Shihab Albahri, M. A. Alsalem, K. I. Mohammed, Hussein Ali Ameen, Salem Garfan, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, Shamsul Arrieya bin Ariffin, Ahmed Alemran, Odai Enaizan, Ali H. Shareef, Ali Najm Jasim
2020 J jnl
Neural Comput. Appl.
Iraq Tariq, Hassan A. AlSattar, A. A. Zaidan, B. B. Zaidan, M. R. Abu Bakar, R. T. Mohammed, Osamah Shihab Albahri, M. A. Alsalem, Ahmed Shihab Albahri
2020 J jnl
Neural Comput. Appl.
A. A. Zaidan, B. B. Zaidan, M. A. Alsalem, Osamah Shihab Albahri, Ahmed Shihab Albahri, Qahtan M. Yas
2020 J jnl
Int. J. Inf. Technol. Decis. Mak.
A. A. Zaidan, B. B. Zaidan, M. A. Alsalem, Fayiz Momani, Omar Zughoul
2020 J jnl
Comput. Methods Programs Biomed.
K. I. Mohammed, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, Ahmed Shihab Albahri, M. A. Alsalem, Ali H. Mohsin
2020 J jnl
J. Medical Syst.
Ahmed Shihab Albahri, Rula A. Hamid, Jwan K. Alwan, Z. T. Al-qays, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Jamal Mawlood Khlaf, E. M. Almahdi, Eman Thabet, Suha M. Hadi, K. I. Mohammed, M. A. Alsalem, Jameel R. Al-Obaidi, H. T. Madhloom
2019 J jnl
IEEE Access
Musaab Alaa, Intan Safinas Mohd Ariff Albakri, Charanjit Kaur Swaran Singh, Hamsa Hammed, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem, Mahmood Maher Salih, E. M. Almahdi, M. J. Baqer, Nawar S. Jalood, Shahad Nidhal, Ali H. Shareef, Ali Najm Jasim
2019 J jnl
J. Medical Syst.
Ali H. Mohsin, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, Ahmed Shihab Albahri, M. A. Alsalem, K. I. Mohammed
2019 J jnl
IEEE Access
Ahmed Shihab Albahri, Osamah Shihab Albahri, A. A. Zaidan, B. B. Zaidan, M. Hashim, M. A. Alsalem, Ali H. Mohsin, K. I. Mohammed, Abdullah Hussein Alamoodi, Odai Enaizan, Shahad Nidhal, Omar Zughoul, Fayiz Momani, Mohammed A. Chyad, Karrar Hameed Abdulkareem, Kareem Abbas Dawood, E. M. Almahdi, Ghailan A. Al Shafeey, M. J. Baqer
2019 J jnl
Comput. Stand. Interfaces
Ali H. Mohsin, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, Ahmed Shihab Albahri, M. A. Alsalem, K. I. Mohammed
2019 J jnl
Comput. Stand. Interfaces
Ali H. Mohsin, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, Ahmed Shihab Albahri, M. A. Alsalem, K. I. Mohammed
2019 J jnl
Telecommun. Syst.
Mohammed Talal, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem, Ahmed Shihab Albahri, Abdullah Hussein Alamoodi, Miss Laiha Mat Kiah, F. M. Jumaah, Mussab Alaa
2019 J jnl
IEEE Access
Osamah Shihab Albahri, Ahmed Shihab Albahri, A. A. Zaidan, B. B. Zaidan, M. A. Alsalem, Ali H. Mohsin, K. I. Mohammed, Abdullah Hussein Alamoodi, Shahad Nidhal, Odai Enaizan, Mohammed A. Chyad, Karrar Hameed Abdulkareem, E. M. Almahdi, Ghailan A. Al Shafeey, M. J. Baqer, Ali Najm Jasim, Nawar S. Jalood, Ali H. Shareef
2019 J jnl
J. Medical Syst.
E. M. Almahdi, A. A. Zaidan, B. B. Zaidan, M. A. Alsalem, Osamah Shihab Albahri, Ahmed Shihab Albahri
2019 J jnl
J. Medical Syst.
E. M. Almahdi, A. A. Zaidan, B. B. Zaidan, M. A. Alsalem, Osamah Shihab Albahri, Ahmed Shihab Albahri
2019 J jnl
Int. J. Inf. Technol. Decis. Mak.
Maimuna Khatari, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem
2019 J jnl
IEEE Access
Nor Khairiah Ibrahim, Hamsa Hammed, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem, Mohammed Talal, Ali Najm Jasim, Ali H. Shareef, Nawar S. Jalood, M. J. Baqer, Shahad Nidhal, E. M. Almahdi, Musaab Alaa
2019 J jnl
J. Medical Syst.
M. A. Alsalem, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Ahmed Shihab Albahri, Ali H. Mohsin, K. I. Mohammed
2019 J jnl
IEEE Access
Ali H. Mohsin, Ali Najm Jasim, Ali H. Shareef, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, Ahmed Shihab Albahri, M. A. Alsalem, K. I. Mohammed, Shahad Nidhal, Nawar S. Jalood
2019 J jnl
J. Medical Syst.
K. I. Mohammed, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem, Ahmed Shihab Albahri, Ali Hadi, M. Hashim
2019 J jnl
J. Medical Syst.
Mohammed Talal, A. A. Zaidan, B. B. Zaidan, Ahmed Shihab Albahri, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, M. A. Alsalem, Chen Kim Lim, Kian Lam Tan, W. L. Shir, K. I. Mohammed
2018 J jnl
Comput. Methods Programs Biomed.
M. A. Alsalem, A. A. Zaidan, B. B. Zaidan, M. Hashim, H. T. Madhloom, Noor Dheyaa Azeez, S. Alsyisuf
2018 J jnl
IEEE Access
Omar Zughoul, Faiez Momani, O. H. Almasri, A. A. Zaidan, B. B. Zaidan, M. A. Alsalem, Osamah Shihab Albahri, Ahmed Shihab Albahri, M. Hashim
2018 J jnl
J. Medical Syst.
Ahmed Shihab Albahri, A. A. Zaidan, Osamah Shihab Albahri, B. B. Zaidan, M. A. Alsalem
2018 J jnl
J. Medical Syst.
Ali H. Mohsin, A. A. Zaidan, B. B. Zaidan, Shamsul Arrieya Ariffin, Osamah Shihab Albahri, Ahmed Shihab Albahri, M. A. Alsalem, K. I. Mohammed, M. Hashim
2018 J jnl
J. Medical Syst.
Ali H. Mohsin, A. A. Zaidan, B. B. Zaidan, Ahmed Shihab Albahri, Osamah Shihab Albahri, M. A. Alsalem, K. I. Mohammed
2018 J jnl
J. Medical Syst.
Osamah Shihab Albahri, A. A. Zaidan, B. B. Zaidan, M. Hashim, Ahmed Shihab Albahri, M. A. Alsalem
2018 J jnl
J. Medical Syst.
M. A. Alsalem, A. A. Zaidan, B. B. Zaidan, M. Hashim, Osamah Shihab Albahri, Ahmed Shihab Albahri, Ali Hadi, K. I. Mohammed
redb/ext/spoof_check.py
← Index redb/ext/spoof_check.py python
import copy
import struct
from enum import Enum

"""
Checks that the metadata within a file's Rich header does not contradict the
other metadata contained within it.

References:
    https://gist.github.com/skochinsky/07c8e95e33d9429d81a75622b5d24c8b
    https://www.sec.in.tum.de/i20/publications/finding-the-needle-a-study-of-
    the-pe32-rich-header-and-respective-malware-triage
"""

KNOWN_PRODUCT_IDS = {
    0: "Unknown",
    1: "Import0",
    2: "Linker510",
    3: "Cvtomf510",
    4: "Linker600",
    5: "Cvtomf600",
    6: "Cvtres500",
    7: "Utc11_Basic",
    8: "Utc11_C",
    9: "Utc12_Basic",
    10: "Utc12_C",
    11: "Utc12_CPP",
    12: "AliasObj60",
    13: "VisualBasic60",
    14: "Masm613",
    15: "Masm710",
    16: "Linker511",
    17: "Cvtomf511",
    18: "Masm614",
    19: "Linker512",
    20: "Cvtomf512",
    21: "Utc12_C_Std",
    22: "Utc12_CPP_Std",
    23: "Utc12_C_Book",
    24: "Utc12_CPP_Book",
    25: "Implib700",
    26: "Cvtomf700",
    27: "Utc13_Basic",
    28: "Utc13_C",
    29: "Utc13_CPP",
    30: "Linker610",
    31: "Cvtomf610",
    32: "Linker601",
    33: "Cvtomf601",
    34: "Utc12_1_Basic",
    35: "Utc12_1_C",
    36: "Utc12_1_CPP",
    37: "Linker620",
    38: "Cvtomf620",
    39: "AliasObj70",
    40: "Linker621",
    41: "Cvtomf621",
    42: "Masm615",
    43: "Utc13_LTCG_C",
    44: "Utc13_LTCG_CPP",
    45: "Masm620",
    46: "ILAsm100",
    47: "Utc12_2_Basic",
    48: "Utc12_2_C",
    49: "Utc12_2_CPP",
    50: "Utc12_2_C_Std",
    51: "Utc12_2_CPP_Std",
    52: "Utc12_2_C_Book",
    53: "Utc12_2_CPP_Book",
    54: "Implib622",
    55: "Cvtomf622",
    56: "Cvtres501",
    57: "Utc13_C_Std",
    58: "Utc13_CPP_Std",
    59: "Cvtpgd1300",
    60: "Linker622",
    61: "Linker700",
    62: "Export622",
    63: "Export700",
    64: "Masm700",
    65: "Utc13_POGO_I_C",
    66: "Utc13_POGO_I_CPP",
    67: "Utc13_POGO_O_C",
    68: "Utc13_POGO_O_CPP",
    69: "Cvtres700",
    70: "Cvtres710p",
    71: "Linker710p",
    72: "Cvtomf710p",
    73: "Export710p",
    74: "Implib710p",
    75: "Masm710p",
    76: "Utc1310p_C",
    77: "Utc1310p_CPP",
    78: "Utc1310p_C_Std",
    79: "Utc1310p_CPP_Std",
    80: "Utc1310p_LTCG_C",
    81: "Utc1310p_LTCG_CPP",
    82: "Utc1310p_POGO_I_C",
    83: "Utc1310p_POGO_I_CPP",
    84: "Utc1310p_POGO_O_C",
    85: "Utc1310p_POGO_O_CPP",
    86: "Linker624",
    87: "Cvtomf624",
    88: "Export624",
    89: "Implib624",
    90: "Linker710",
    91: "Cvtomf710",
    92: "Export710",
    93: "Implib710",
    94: "Cvtres710",
    95: "Utc1310_C",
    96: "Utc1310_CPP",
    97: "Utc1310_C_Std",
    98: "Utc1310_CPP_Std",
    99: "Utc1310_LTCG_C",
    100: "Utc1310_LTCG_CPP",
    101: "Utc1310_POGO_I_C",
    102: "Utc1310_POGO_I_CPP",
    103: "Utc1310_POGO_O_C",
    104: "Utc1310_POGO_O_CPP",
    105: "AliasObj710",
    106: "AliasObj710p",
    107: "Cvtpgd1310",
    108: "Cvtpgd1310p",
    109: "Utc1400_C",
    110: "Utc1400_CPP",
    111: "Utc1400_C_Std",
    112: "Utc1400_CPP_Std",
    113: "Utc1400_LTCG_C",
    114: "Utc1400_LTCG_CPP",
    115: "Utc1400_POGO_I_C",
    116: "Utc1400_POGO_I_CPP",
    117: "Utc1400_POGO_O_C",
    118: "Utc1400_POGO_O_CPP",
    119: "Cvtpgd1400",
    120: "Linker800",
    121: "Cvtomf800",
    122: "Export800",
    123: "Implib800",
    124: "Cvtres800",
    125: "Masm800",
    126: "AliasObj800",
    127: "PhoenixPrerelease",
    128: "Utc1400_CVTCIL_C",
    129: "Utc1400_CVTCIL_CPP",
    130: "Utc1400_LTCG_MSIL",
    131: "Utc1500_C",
    132: "Utc1500_CPP",
    133: "Utc1500_C_Std",
    134: "Utc1500_CPP_Std",
    135: "Utc1500_CVTCIL_C",
    136: "Utc1500_CVTCIL_CPP",
    137: "Utc1500_LTCG_C",
    138: "Utc1500_LTCG_CPP",
    139: "Utc1500_LTCG_MSIL",
    140: "Utc1500_POGO_I_C",
    141: "Utc1500_POGO_I_CPP",
    142: "Utc1500_POGO_O_C",
    143: "Utc1500_POGO_O_CPP",
    144: "Cvtpgd1500",
    145: "Linker900",
    146: "Export900",
    147: "Implib900",
    148: "Cvtres900",
    149: "Masm900",
    150: "AliasObj900",
    151: "Resource900",
    152: "AliasObj1000",
    154: "Cvtres1000",
    155: "Export1000",
    156: "Implib1000",
    157: "Linker1000",
    158: "Masm1000",
    170: "Utc1600_C",
    171: "Utc1600_CPP",
    172: "Utc1600_CVTCIL_C",
    173: "Utc1600_CVTCIL_CPP",
    174: "Utc1600_LTCG_C ",
    175: "Utc1600_LTCG_CPP",
    176: "Utc1600_LTCG_MSIL",
    177: "Utc1600_POGO_I_C",
    178: "Utc1600_POGO_I_CPP",
    179: "Utc1600_POGO_O_C",
    180: "Utc1600_POGO_O_CPP",
    183: "Linker1010",
    184: "Export1010",
    185: "Implib1010",
    186: "Cvtres1010",
    187: "Masm1010",
    188: "AliasObj1010",
    199: "AliasObj1100",
    201: "Cvtres1100",
    202: "Export1100",
    203: "Implib1100",
    204: "Linker1100",
    205: "Masm1100",
    206: "Utc1700_C",
    207: "Utc1700_CPP",
    208: "Utc1700_CVTCIL_C",
    209: "Utc1700_CVTCIL_CPP",
    210: "Utc1700_LTCG_C ",
    211: "Utc1700_LTCG_CPP",
    212: "Utc1700_LTCG_MSIL",
    213: "Utc1700_POGO_I_C",
    214: "Utc1700_POGO_I_CPP",
    215: "Utc1700_POGO_O_C",
    216: "Utc1700_POGO_O_CPP",
    219: "Cvtres1200",
    220: "Export1200",
    221: "Implib1200",
    222: "Linker1200",
    223: "Masm1200",
    # Speculation
    224: "AliasObj1200",
    237: "Cvtres1210",
    238: "Export1210",
    239: "Implib1210",
    240: "Linker1210",
    241: "Masm1210",
    # Speculation
    242: "Utc1810_C",
    243: "Utc1810_CPP",
    244: "Utc1810_CVTCIL_C",
    245: "Utc1810_CVTCIL_CPP",
    246: "Utc1810_LTCG_C ",
    247: "Utc1810_LTCG_CPP",
    248: "Utc1810_LTCG_MSIL",
    249: "Utc1810_POGO_I_C",
    250: "Utc1810_POGO_I_CPP",
    251: "Utc1810_POGO_O_C",
    252: "Utc1810_POGO_O_CPP",
    255: "Cvtres1400",
    256: "Export1400",
    257: "Implib1400",
    258: "Linker1400",
    259: "Masm1400",
    260: "Utc1900_C",
    261: "Utc1900_CPP",
    # Speculation
    262: "Utc1900_CVTCIL_C",
    263: "Utc1900_CVTCIL_CPP",
    264: "Utc1900_LTCG_C ",
    265: "Utc1900_LTCG_CPP",
    266: "Utc1900_LTCG_MSIL",
    267: "Utc1900_POGO_I_C",
    268: "Utc1900_POGO_I_CPP",
    269: "Utc1900_POGO_O_C",
    270: "Utc1900_POGO_O_CPP",
}


class Result(Enum):
    VALID = 0
    INVALID = 1
    UNABLE_TO_PARSE = 2


def _rol(val, num):
    """Rotates val to the left by num bits."""
    return ((val << (num % 32)) & 0xFFFFFFFF) | (val >> (32 - (num % 32)))


def checksum_test(pe, rich_header):
    """Tests that the Rich header checksum is valid.

    Computes what the Rich header checksum should be. If the Rich header
    contains a different checksum value, this function returns INVALID
    This indicates that either the Rich header or MS-DOS stub has been modified

    The Rich header checksum is computed from the following:
        Length of the MS-DOS stub
        Contents of the MS-DOS stub, with e_lfanew zeroed out
        Rich header @Comp.IDs and lowest 5 bits of each count
    """
    if rich_header is None:
        rich_header = {}
    # Checksum stored in Rich header
    rich_checksum = rich_header.get("checksum", None)

    # Get DOS header data
    if pe.DOS_HEADER.e_lfanew > len(pe.__data__):
        return Result.UNABLE_TO_PARSE
    data = pe.__data__[: pe.DOS_HEADER.e_lfanew]

    # Get start marker
    mask = 0x536E6144  # DanS (little-endian)
    start_marker = struct.pack(
        "<LLLL", rich_checksum ^ mask, rich_checksum, rich_checksum, rich_checksum
    )
    if not len(start_marker):
        return Result.UNABLE_TO_PARSE

    # Get index of start marker
    start_index = data.find(start_marker)
    if start_index == -1:
        return Result.UNABLE_TO_PARSE

    # Get list of @Comp.IDs and counts from Rich header
    # Elements in rich_fields at even indices are @Comp.IDs
    # Elements in rich_fields at odd indices are counts
    rich_fields = copy.deepcopy(rich_header.get("values", None))
    if len(rich_fields) % 2 != 0:
        return Result.UNABLE_TO_PARSE

    # Compute cd as MS-DOS stub portion of checksum
    # Zero out e_lfanew from 0x3c to 0x3f
    cd = 0
    for i in range(start_index):
        if i >= 0x3C and i <= 0x3F:
            cd += _rol(0, i)
        else:
            cd += _rol(data[i], i)

    # Compute cd as Rich header portion of checksum
    cr = 0
    while len(rich_fields):
        compid = rich_fields.pop(0)
        count = rich_fields.pop(0)
        cr += _rol(compid, count & 0x1F)

    # Compute checksum from MS-DOS stub start index, cd, cr
    # Only keep lowest 32 bits
    checksum = (start_index + cd + cr) & 0xFFFFFFFF

    # Compare computed checksum with the checksum in the Rich header
    if checksum != rich_checksum:
        return Result.INVALID
    else:
        return Result.VALID


def duplicate_test(pe, rich_header):
    """Checks for duplicate @Comp.IDs in the Rich header.

    If the Rich header contains duplicate entries, returns INVALID
    This indicates that the Rich header has been modified
    """
    if rich_header is None:
        rich_header = {}

    # Get list of @Comp.IDs and counts from Rich header
    # Elements in rich_fields at even indices are @Comp.IDs
    # Elements in rich_fields at odd indices are counts
    rich_fields = copy.deepcopy(rich_header.get("values", None))
    if len(rich_fields) % 2 != 0:
        return Result.UNABLE_TO_PARSE

    # Get a list of @Comp.IDs in rich_fields
    compids = []
    for i in range(len(rich_fields)):
        if i % 2 == 0:
            compids.append(rich_fields[i])

    # Check if any @Comp.IDs are duplicates
    if len(compids) != len(set(compids)):
        return Result.INVALID

    return Result.VALID


def linker_test(pe, rich_header):
    """Checks that the Rich and PE header linker versions do not conflict.

    Certain Rich Header ProdIDs correspond to linker versions
    Although they are undocumented, we have used prior research as well as our
    own to determine many of them
    There are likely more linker version ProdIDs that we have not identified

    If the linker versions conflict, this function returns INVALID
    This indicates that the Rich header or PE header has been modified
    """
    if rich_header is None:
        rich_header = {}

    # Get list of @Comp.IDs and counts from Rich header
    # Elements in rich_fields at even indices are @Comp.IDs
    # Elements in rich_fields at odd indices are counts
    rich_fields = copy.deepcopy(rich_header.get("values", None))
    if len(rich_fields) % 2 != 0:
        return Result.UNABLE_TO_PARSE

    # Get list of ProdIDs from rich_fields
    prodids = []
    for i in range(len(rich_fields)):
        if i % 2 == 0:
            prodids.append(rich_fields[i] >> 16)

    # Parse major and minor linker versions from PE header
    pe_major = pe.OPTIONAL_HEADER.MajorLinkerVersion
    pe_minor = pe.OPTIONAL_HEADER.MinorLinkerVersion

    # Iterate over Rich header ProdIDs
    found_linker = False
    for prodid in prodids:

        # Only interested in ProdIDs that correspond to linker versions
        if KNOWN_PRODUCT_IDS.get(prodid) is None:
            continue
        prodid_name = KNOWN_PRODUCT_IDS[prodid]
        if not prodid_name.startswith("Linker"):
            continue

        found_linker = True

        # Parse major and minor linker version from ProdID
        prodid_name = prodid_name[6:]
        if prodid_name.endswith("p"):
            prodid_name = prodid_name[:-1]
        rich_major = int(prodid_name[:-2])
        rich_minor = int(prodid_name[-2:])

        # Check whether the Rich and PE linker versions match
        if pe_major == rich_major and pe_minor == rich_minor:
            return Result.VALID

    if not found_linker:
        return Result.UNABLE_TO_PARSE

    return Result.INVALID


def import_count_test(pe, rich_header):
    """Checks that import0 does not conflict with the IAT import count.

    The Rich header contains a ProdID called import0
    It is related to the number of imports in the IAT, but we are unsure how
    It is never less than the number of imports in the IAT

    If import0 is less than IAT import count, this function returns INVALID
    This indicates that the Rich header or IAT has been modified
    """
    if rich_header is None:
        rich_header = {}

    # Check whether the file has an IAT
    if not hasattr(pe, "DIRECTORY_ENTRY_IMPORT"):
        return Result.UNABLE_TO_PARSE

    # Get the number of imports in the IAT
    iat_count = 0
    for entry in pe.DIRECTORY_ENTRY_IMPORT:
        for imported_function in entry.imports:
            iat_count += 1

    # Get list of @Comp.IDs and counts from Rich header
    # Elements in rich_fields at even indices are @Comp.IDs
    # Elements in rich_fields at odd indices are counts
    rich_fields = copy.deepcopy(rich_header.get("values", None))
    if len(rich_fields) % 2 != 0:
        return Result.INVALID

    # Get @Comp.ID 65536 (ProdID Import0)
    import0_count = None
    while len(rich_fields):
        compid = rich_fields.pop(0)
        count = rich_fields.pop(0)
        if compid == 65536:
            import0_count = count

    # Legitimate files never have import0_count < iat_count
    if import0_count is None:
        return Result.VALID

    if import0_count < iat_count:
        return Result.INVALID

    return Result.VALID