Re-Arragement of the whole folder

This commit is contained in:
cleontay 2023-05-30 18:53:26 +08:00
parent 5d3133a3a9
commit 7deda29c10
26 changed files with 153 additions and 344 deletions

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import numpy as np import numpy as np
from pprint import pprint from pprint import pprint
class docx_steg: class docx_steg:
def __init__(self, docx_file: str = "testfile.docx", bits_to_hide: list[int] = None) -> None: def __init__(self, docx_file: str = "testfile.docx", bits_to_hide: list[int] = None) -> None:
""" """
Initialize the class Initialize the class
:param docx_file: PathName of the docx file to encode or decode :param docx_file: PathName of the docx file to encode or decode
:type docx_file: str :type docx_file: str
:param bits_to_hide: Bit to hide the data in (1 - LSB to 8 - MSB) :param bits_to_hide: Bit to hide the data in (1 - LSB to 8 - MSB)
:type bits_to_hide: list[int] :type bits_to_hide: list[int]
""" """
self.docx_file = docx_file self.docx_file = docx_file
self.bits_to_hide = [8 - bit_pos for bit_pos in bits_to_hide] if bits_to_hide else [1] # Default is LSB self.bits_to_hide = [8 - bit_pos for bit_pos in bits_to_hide] if bits_to_hide else [1] # Default is LSB
self.delimiter = "=====" # Delimiter to indicate the end of the secret data self.delimiter = "=====" # Delimiter to indicate the end of the secret data
def encode(self, secret_data: str = "Hello World") -> bytes: def encode(self, secret_data: str = "Hello World") -> bytes:
""" """
Encode the secret data into the docx file Encode the secret data into the docx file
:param secret_data: String of data to hide :param secret_data: String of data to hide
:return: Encoded docx file as bytes :return: Encoded docx file as bytes
:rtype: bytes :rtype: bytes
""" """
with open(self.docx_file, "rb") as f: with open(self.docx_file, "rb") as f:
data = f.read() data = f.read()
# Max Bytes to encode # Max Bytes to encode
n_bytes = len(data) // 8 n_bytes = len(data) // 8
# Check if secret data can be encoded into docx file # Check if secret data can be encoded into docx file
# print(f"Secret data length: {len(secret_data)}, Max data length: {n_bytes}") # print(f"Secret data length: {len(secret_data)}, Max data length: {n_bytes}")
if len(secret_data) > n_bytes: if len(secret_data) > n_bytes:
raise ValueError( raise ValueError(
f"[-] Error: Binary Secret data length {len(secret_data)} is greater than data length {n_bytes}") f"[-] Error: Binary Secret data length {len(secret_data)} is greater than data length {n_bytes}")
# Convert secret data to binary # Convert secret data to binary
binary_secret_data = self.to_bin(secret_data) binary_secret_data = self.to_bin(secret_data)
# Add delimiter # Add delimiter
binary_secret_data += self.to_bin(self.delimiter) binary_secret_data += self.to_bin(self.delimiter)
data_index = 0 data_index = 0
encoded_data = bytearray() encoded_data = bytearray()
print(f"[+] Starting encoding...") print(f"[+] Starting encoding...")
# Encode data into docx # Encode data into docx
for byte in data: for byte in data:
if data_index >= len(binary_secret_data): if data_index >= len(binary_secret_data):
encoded_data.append(byte) encoded_data.append(byte)
else: else:
for bit_pos in self.bits_to_hide: for bit_pos in self.bits_to_hide:
if data_index < len(binary_secret_data): if data_index < len(binary_secret_data):
byte = list(format(byte, "08b")) byte = list(format(byte, "08b"))
byte = list(byte) byte = list(byte)
byte[bit_pos] = binary_secret_data[data_index] byte[bit_pos] = binary_secret_data[data_index]
data_index += 1 data_index += 1
# Convert byte back to int # Convert byte back to int
byte = int("".join(byte), 2) byte = int("".join(byte), 2)
encoded_data.append(byte) encoded_data.append(byte)
print(f"[+] Encoding completed successfully.") print(f"[+] Encoding completed successfully.")
return bytes(encoded_data) return bytes(encoded_data)
def decode(self) -> str: def decode(self) -> str:
""" """
Decode the secret data from the docx file Decode the secret data from the docx file
:return: Decoded secret data :return: Decoded secret data
:rtype: str :rtype: str
""" """
with open(self.docx_file, "rb") as f: with open(self.docx_file, "rb") as f:
data = f.read() data = f.read()
binary_data = "" binary_data = ""
print(f"[+] Starting decoding...") print(f"[+] Starting decoding...")
for byte in data: for byte in data:
# Add byte to binary data # Add byte to binary data
# Convert byte from int to binary string # Convert byte from int to binary string
byte = format(byte, "08b") byte = format(byte, "08b")
# Pad byte with 0's to make sure it has 8 bits # Pad byte with 0's to make sure it has 8 bits
byte = "0" * (8 - len(byte)) + byte byte = "0" * (8 - len(byte)) + byte
for bit_pos in self.bits_to_hide: for bit_pos in self.bits_to_hide:
binary_data += byte[bit_pos] binary_data += byte[bit_pos]
all_bytes = [binary_data[i: i + 8] for i in range(0, len(binary_data), 8)] all_bytes = [binary_data[i: i + 8] for i in range(0, len(binary_data), 8)]
decoded_data = "" decoded_data = ""
for byte in all_bytes: for byte in all_bytes:
decoded_data += chr(int(byte, 2)) decoded_data += chr(int(byte, 2))
if decoded_data[-len(self.delimiter):] == self.delimiter: if decoded_data[-len(self.delimiter):] == self.delimiter:
break break
print(f"[+] Decoding completed successfully.") print(f"[+] Decoding completed successfully.")
# Return the decoded data # Return the decoded data
return decoded_data[:-len(self.delimiter)] return decoded_data[:-len(self.delimiter)]
def to_bin(self, data: str) -> str | list[str]: def to_bin(self, data: str) -> str | list[str]:
""" """
Convert text file data to binary format as string Convert text file data to binary format as string
:param data: String :param data: String
:type data: str :type data: str
:return: Binary Data: String | List[String] :return: Binary Data: String | List[String]
""" """
if isinstance(data, str): if isinstance(data, str):
return ''.join([format(ord(i), "08b") for i in data]) return ''.join([format(ord(i), "08b") for i in data])
elif isinstance(data, bytes) or isinstance(data, np.ndarray): elif isinstance(data, bytes) or isinstance(data, np.ndarray):
return [format(i, "08b") for i in data] return [format(i, "08b") for i in data]
elif isinstance(data, int) or isinstance(data, np.unit8): elif isinstance(data, int) or isinstance(data, np.unit8):
return format(data, "08b") return format(data, "08b")
else: else:
raise TypeError("Type not supported") raise TypeError("Type not supported")
def from_bin(self, data: str) -> str: def from_bin(self, data: str) -> str:
""" """
Convert binary `data` back to the original format Convert binary `data` back to the original format
:param data: String :param data: String
:type data: str :type data: str
:return: Original Data: String :return: Original Data: String
""" """
return ''.join([chr(int(data[i:i + 8], 2)) for i in range(0, len(data), 8)]) return ''.join([chr(int(data[i:i + 8], 2)) for i in range(0, len(data), 8)])
if __name__ == "__main__": if __name__ == "__main__":
with open("secret_data.txt", "r") as f: with open("secret_data.txt", "r") as f:
secret_data = f.read() secret_data = f.read()
bits_to_hide = np.random.choice(range(1, 9), np.random.randint(1, 9), replace=False) bits_to_hide = np.random.choice(range(1, 9), np.random.randint(1, 9), replace=False)
bits_to_hide = list(bits_to_hide) bits_to_hide = list(bits_to_hide)
bits_to_hide.sort() bits_to_hide.sort()
# bits_to_hide = [1] # bits_to_hide = [1]
print(f"Bits to hide: {bits_to_hide}") print(f"Bits to hide: {bits_to_hide}")
docx_file = "testfile.docx" docx_file = "testfile.docx"
output_encoded_docx = "encoded_document.docx" output_encoded_docx = "encoded_document.docx"
# Encode data, get as bytes # Encode data, get as bytes
encoded_data = docx_steg(docx_file=docx_file, bits_to_hide=bits_to_hide).encode(secret_data=secret_data) encoded_data = docx_steg(docx_file=docx_file, bits_to_hide=bits_to_hide).encode(secret_data=secret_data)
# Write encoded data to file # Write encoded data to file
with open(output_encoded_docx, "wb") as f: with open(output_encoded_docx, "wb") as f:
f.write(encoded_data) f.write(encoded_data)
# Decode data from encoded docx file # Decode data from encoded docx file
decoded_data = docx_steg(docx_file=output_encoded_docx, bits_to_hide=bits_to_hide).decode() decoded_data = docx_steg(docx_file=output_encoded_docx, bits_to_hide=bits_to_hide).decode()
# Print the decoded data # Print the decoded data
print("[+] Decoded data:", decoded_data) print("[+] Decoded data:", decoded_data)

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import cv2
import numpy as np
class img_steg:
def __init__(self, image_name: str = "image.png", bit_to_hide: list[int] = None) -> None:
"""
Initialize the class
:param image_name: Name of the image to encode or decode
:type image_name: str
:param bit_to_hide: List of bit position to hide the data (LSB is 1, MSB is 8)
:type bit_to_hide: list[int]
"""
self.image_name = image_name
self.bit_to_hide = [8 - bit_pos for bit_pos in bit_to_hide] if bit_to_hide else [1] # Default is LSB
self.delimiter = "abc-123-a=="
def encode(self, secret_data: str = "Hello World") -> np.ndarray:
"""
Encode the secret data in the image
:param secret_data: Data to hide in the image
:type secret_data: str
:return: Encoded Image
:rtype: np.ndarray
"""
image = cv2.imread(self.image_name) # read image
n_bytes = image.shape[0] * image.shape[1] * 3 // 8 # Max bytes to encode
print("[*] Maximum bytes to encode:", n_bytes)
secret_data += self.delimiter # Add delimiter at the end of data
if len(secret_data) > n_bytes:
raise ValueError("[!] Insufficient bytes, need a bigger image or less data")
print("[*] Encoding Data...")
# Convert bit to hide position
bit_to_hide = self.bit_to_hide
data_index = 0
binary_secret_data = self.to_bin(secret_data) # Convert data to binary
data_len = len(binary_secret_data) # size of data to hide
print(f"[+] Size of data to hide: {data_len}")
print("[+] Starting encoding...")
for row in image:
for pixel in row:
r, g, b = self.to_bin(pixel) # Convert RGB Values to binary format
for bit_pos in bit_to_hide:
if data_index < data_len:
r = list(r)
r[bit_pos] = binary_secret_data[
data_index] # hide data into specified bit position of red pixel
pixel[0] = int(''.join(r), 2)
data_index += 1
if data_index < data_len:
g = list(g)
g[bit_pos] = binary_secret_data[
data_index]
pixel[1] = int(''.join(g), 2)
data_index += 1
if data_index < data_len:
b = list(b)
b[bit_pos] = binary_secret_data[
data_index]
pixel[2] = int(''.join(b), 2)
data_index += 1
if data_index >= data_len:
break
pixel[0] = int(''.join(r), 2) # convert modified binary back to integer for red pixel
pixel[1] = int(''.join(g), 2) # convert modified binary back to integer for green pixel
pixel[2] = int(''.join(b), 2) # convert modified binary back to integer for blue pixel
if data_index >= data_len:
break
print(f"[+] Encoding completed")
return image
def decode(self) -> str:
"""
Decode the data hidden in the image
:return: Decoded Data: String
"""
print("[+] Decoding...")
image = cv2.imread(self.image_name) # read image
binary_data = ""
bit_to_hide = self.bit_to_hide
print(f"[+] Extracting data from image...")
for row in image:
for pixel in row:
r, g, b = self.to_bin(pixel)
for bit_pos in bit_to_hide:
binary_data += r[bit_pos] # retrieve data from specified bit position of red pixel
binary_data += g[bit_pos] # retrieve data from specified bit position of green pixel
binary_data += b[bit_pos] # retrieve data from specified bit position of blue pixel
print(f"[+] Forming binary data completed")
print(f"[+] Decoding binary data...")
# Split by 8 bits
all_bytes = [binary_data[i: i + 8] for i in range(0, len(binary_data), 8)]
# Convert from bits to characters
decoded_data = ""
for byte in all_bytes:
decoded_data += chr(int(byte, 2))
if decoded_data[-len(self.delimiter):] == self.delimiter:
break
print(f"[+] Decoding completed")
return decoded_data[:-len(self.delimiter)]
def to_bin(self, data: str) -> str | list[str]:
"""
Convert data to binary format as string
:param data: Data to convert
:type data: str
:return: Binary Data
:rtype: str | list[str]
"""
if isinstance(data, str):
return ''.join([format(ord(i), "08b") for i in data])
elif isinstance(data, bytes) or isinstance(data, np.ndarray):
return [format(i, "08b") for i in data]
elif isinstance(data, int) or isinstance(data, np.unit8):
return format(data, "08b")
else:
raise TypeError("Type not supported")
def from_bin(self, data: str) -> str:
"""
# UNUSED
Convert binary `data` back to the original format
:param data: Binary Data
:type data: str
:return: Original Data
:rtype: str
"""
return ''.join([chr(int(data[i:i + 8], 2)) for i in range(0, len(data), 8)])
def main():
# Variables
image_name = "test.bmp"
encoded_image_name = "encoded_image.bmp"
secret_data = ""
with open("../Txt_Steg/secret_data.txt", "r") as f:
secret_data = f.read()
# Generate random bit positions to hide data into image for testing
bit_to_hide = np.random.choice(range(1, 9), np.random.randint(1, 9), replace=False)
bit_to_hide = list(bit_to_hide)
bit_to_hide.sort()
print(f"Bits to hide: {bit_to_hide}")
print("Welcome to Image Steganography")
# Encode the data into the image
encoded_image = img_steg(image_name=image_name, bit_to_hide=bit_to_hide).encode(secret_data)
cv2.imwrite(encoded_image_name, encoded_image)
# Decode the data from the image
decoded_data = img_steg(image_name=encoded_image_name, bit_to_hide=bit_to_hide).decode()
print("Decoded Data:", decoded_data)
if __name__ == "__main__":
main()
##############################
# _ _
# | | | |___ __ _ __ _ ___
# | | | / __|/ _` |/ _` |/ _ \
# | |_| \__ \ (_| | (_| | __/
# \___/|___/\__,_|\__, |\___|
# |___/
##############################
#
# Initialise class with image name and bit to hide
#
# image_name = image name with extension (String)
# bit_to_hide = [1, 2, 3] (Please Sort the list in ascending order)
#
# To encode:
# encoded_image = img_steg(image_name, bit_to_hide).encode(secret_data)
#
# To decode:
# decoded_data = img_steg(image_name, bit_to_hide).decode()
# Both are string types

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