Alaa A. Jabbar Altaay

@uomustansiriyah.edu.iq

Dept. of Computer Science - Collage of Science - Mustansiriyah Univ.

Alaa A. Jabbar Altaay


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https://researchid.co/alaaaltaay
10

Scopus Publications

365

Scholar Citations

10

Scholar h-index

10

Scholar i10-index

Scopus Publications

  • Adaptive Speech Coding Method Based on Singular Value Decomposition and Grey Wolf Optimization for Arabic Language
    Hassan Kassim Albahadily, Alaa A. Jabbar Altaay, Jamal N. Hasson
    International Journal of Electrical and Computer Engineering Systems, 2024
    Speech coding plays a crucial role in maintaining speech quality while optimizing network resources and expediting transmission, as well as facilitating the storage of speech data. In this paper, an adaptive method for speech coding using singular value decomposition (SVD), grey wolf optimization (GWO), and run-length encoding (RLE) was proposed. The proposed method streamlines the speech matrix through preprocessing, converting it into short intervals. Subsequently, each interval undergoes decomposition using SVD, followed by optimization of compression quality using GWO. Finally, RLE is employed as the last step to increase space-saving. The developed method was conducted on two datasets: Quran and LibriSpeech using PSNR, PSEQ, and MOS tests. The results demonstrate promising outcomes, achieving space-saving up to 89.80, 84.04, 74.76, 67.24, and 59.52, respectively, for different values of quality (10, 20, 30, 40, and 50). GWO was used to optimize the quality factor which varies in each block, further increasing the space-saving up to 85.77. The average value of PSNR was equal to 21.3, MOS = 4.71, and PSEQ was equal to 3.95. Lastly, the RLE method effectively reduced the size of speech matrices, yielding a highly satisfactory space saving of up to 90.77, while maintaining excellent speech quality.
  • Lightweight Image Encryption Based on A Hybrid Approach
    Alaa A. Jabbar Altaay, Jamal N. Hasoon, Hassan Kassim Albahadily
    International Journal on Informatics Visualization, 2024
    A secure image could be achieved by encryption, a technique for securing images over different media transmission lines with privacy and keeping them safe for the receiver. This paper proposes an image encryption approach to achieve excellent security by combining a lightweight encryption algorithm with the chaotic Peter De Jong map. The Lilliput algorithm, lightweight encryption, uses the Peter De-Jones map to produce keys. The suggested approach achieved a suitable level of complexity that matched the historical demands for transmission images. Two methods were used to conduct the tests on a standard image collection: an encrypted image and a generated key. Standard metrics find the similarity between the input and output images to achieve an accurate proposal performance. The encrypted image's entropy was assessed and discovered that it matched the original image values exactly. The results were satisfactory regarding obtaining a precise correlation rate between the original and encrypted photos. The decryption and reconstruction of the image were completed quickly and steadily, with a high success rate and excellent outcomes. The proposed approach was evaluated on a dataset of well-known test photos with unique features, including varying degrees of lightness and shade to create the perfect test.
  • Design and Implementation Digital Invitation System Based on Secure Hash Algorithm 3
    Ismael Abdul Sattar Jabbar, Hassan Kassim Albahadilyr, Alaa A. Jabbar Altaay
    International Journal of Online and Biomedical Engineering, 2023
    Digital invitation system become one of the important systems due to the pandemic consequences specially in E-learning domains. The digital invitation needed to be secure enough for several reasons specially in the user demands. In this paper designed and implemented a digital invitation system based on secure hash algorithm which achieving multilevel of security. The first security level, that is the hash code generated for the digital invitation link used in the encryption process not only for the invitation date but also for the invitation time. on the other hand, the second security level achieved through out using the hash code as map for the hiding mechanism. The generated hash will be used for the data integrity as well. The proposed system evaluating the final stego-image as digital invitation using PSNR metric and the maximum value reach 64.28 while the minimum value reach 58.21.
  • Encryption of Military Maps ImagesUsing Peter De Jong Chaotic Maps and Lightwaght Encryption
    Hassan Kassim Albahadily, Alaa A. Jabbar Altaay, Ismael Abdulsatar Jabbar
    Proceedings Csctit 2022 5th College of Science International Conference on Recent Trends in Information Technology, 2022
    Because of the importance of the military maps in the transmission, and to keep them secure, a method for image encryption combining the chaotic map Peter DeJong map with a lightweight encryption algorithm is proposed to encrypt the military map images. Peter De Jong map is used to generate keys that are used with the lightweight encryption algorithm. The proposed method used Peter De Jong's map to generate numbers used in the pixel's permutation of the image. Then divide the image into blocks to apply the key numbers of lightweight encryption, then combine all blocks to get the encrypted image. The technique has been applied to a set of militarymap images. The tests used two approaches represented by generated key and encrypted image, and the results were efficient in all tests such as the correlation of the encrypted image in horizontal, vertical, and diagonal directions for original and encrypted images. The obtainedresult showsno correlations between the original and encrypted image. The quality of the images has been evaluated by calculating different metries for the original and encrypted images, such as MSE, PSNR, and SSIM. The Entropy of the encrypted image was measured, and it was the same as the original image values. The proposed method achieved an appropriate complexity commensurate with the requirements of the times in the transmission of images.
  • A novel deep learning neural network for fast-food image classification and prediction using modified loss function
    Saurav Lohala, Abeer Alsadoon, P. W. C. Prasad, Rasha S. Ali, Alaa Jabbar Altaay
    Multimedia Tools and Applications, 2021
  • Decision Support System in GIS to Find Best Route
    Ali Mahammed Abd ALrhman, Alaa A. Jabbar
    1st International Scientific Conference of Computer and Applied Sciences CAS 2019, 2019
    Geographical information systems (GIS) become a popular tool in applications that include spatial objects and relations in the real world. The fast-technological expansions in the applications of web-based, simplifying the interaction between GIS and users. A fundamental problem remains available when dealing with a large amount of data in the GIS. Though the GIS strengths in the process of the spatial domain analysis, the systems of GIS are almost uninformed concerning the handling and analysis in the temporal domain. GIS systems find the path between two points or locations depending on time and speed. Therefore, in these days, considerable efforts are guided on this field towards the short time representation on GIS and safe this road. For accomplishing the particular goals of this paper and improve the usefulness of Google maps for the applications of GIS, this work builds a methodological structure to process vector and attribute data and visualise it. The conceptual model utilised here includes three main portions: firstly, the database tier; secondly, the application tier; and thirdly the client tier. This paper proposes a new spatial decision support system in GIS to find the best route between two locations based on different factors; it calculates the shortest and the fastest route depending on either length like other decision support systems or on other features like road safety or quality road by assigning a value to each road using intelligent algorithms (Dijkstra, Astar). The obtained results show decreasing in the time required to find the best result and adding more features as a cost to help the user to select the suitable road.
  • Correlation analysis of the four photo themes in five layers
    Alaa A. Jabbar, Shahrin Bin Sahib, Mazdak Zamani
    Communications in Computer and Information Science, 2013
  • Pixel correlation behavior in different themes
    Alaa A. Jabbar, Shahrin Bin Sahib, Mazdak Zamani
    Communications in Computer and Information Science, 2013
  • Statistical steganalysis of four photo themes before embedding
    Alaa A. Jabbar Altaay, Shahrin bin Sahib, Mazdak Zamani
    Proceedings 2013 International Conference on Advanced Computer Science Applications and Technologies Acsat 2013, 2013
    In order to analyze how the correlativity behavioral pattern would change after data embedding, it needs to conduct a statistical analyze on average, maximum, minimum, and standard deviation of each group of photo before embedding. This paper proposes and elaborates the details of a new steganalysis method and then presents the results and characteristics of the four photo themes. The behavioral patterns of the four photo themes before secret data embedding are extracted from pixel correlativity analysis (AND-analysis) and color channel correlativity analysis (OR-analysis) results of the photo samples in dataset. The extracted behavioral patterns can be used by researchers and steganalysts in examining photos.
  • An introduction to image steganography techniques
    Alaa A. Jabbar Altaay, Shahrin Bin Sahib, Mazdak Zamani
    Proceedings 2012 International Conference on Advanced Computer Science Applications and Technologies Acsat 2012, 2012
    Steganography is a form of security technique through obscurity, the science and art of hiding the existence of a message between sender and intended recipient. Steganography has been used to hide secret messages in various types of files, including digital images, audio and video. The three most important parameters for audio steganography are imperceptibility, payload, and robustness. Different applications have different requirements of the steganography technique used. This paper intends to give an overview of image steganography, its uses and techniques.

RECENT SCHOLAR PUBLICATIONS

  • Developed a Method for Satellite Image Compression Using Enhanced Fixed Prediction Scheme
    AAJ Altaay
    Journal of Al-Qadisiyah for Computer Science and Mathematics 16 (2), Page … , 2024
    2024
    Citations: 1
  • Lightweight image encryption based on a hybrid approach
    AAJ Altaay, JN Hasoon, HK Albahadily
    JOIV: International Journal on Informatics Visualization 8 (2), 977-982 , 2024
    2024
    Citations: 2
  • Adaptive speech coding method based on singular value decomposition and grey wolf optimization for Arabic language
    HK Albahadily, AAJ Altaay, JN Hasoon
    International journal of electrical and computer engineering systems 15 (5 … , 2024
    2024
    Citations: 1
  • Issuing digital signatures for integrity and authentication of digital documents
    HK Albahadily, IA Jabbar, AA Altaay, X Ren
    Al-Mustansiriyah Journal of Science 34 (3), 50-55 , 2023
    2023
    Citations: 12
  • Design and Implementation Digital Invitation System Based on Secure Hash Algorithm 3
    AAJA Ismael Abdul Sattar Jabbar, Hassan Kassim Albahadily
    International Journal of Online and Biomedical Engineering (iJOE) 19 (5 … , 2023
    2023
    Citations: 2
  • Encryption of Military Maps ImagesUsing Peter De Jong Chaotic Maps and Lightwaght Encryption
    HK Albahadily, AAJ Altaay, IA Jabbar
    2022 Fifth College of Science International Conference of Recent Trends in … , 2022
    2022
    Citations: 6
  • A novel deep learning neural network for fast-food image classification and prediction using modified loss function
    S Lohala, A Alsadoon, PWC Prasad, RS Ali, AJ Altaay
    Multimedia Tools and Applications 80 (17), 25453-25476 , 2021
    2021
    Citations: 15
  • Decision Support System in GIS to Find Best Route
    AM Abd ALrhman, AA Jabbar
    2019 First International Conference of Computer and Applied Sciences (CAS … , 2019
    2019
    Citations: 3
  • Environment Technique Verification of SystemC models
    AA Abdulhameed, AAJ Altaay
    Ciência e Técnica Vitivinícola 33, 64-72 , 2018
    2018
  • New modified RLE algorithms to compress grayscale images with lossy and lossless compression
    HK Al-Bahadily, AAJ Altaay, VY Tsviatkou, VK Konopelko
    United Kingdom , 2016
    2016
    Citations: 16
  • Statistical Steganalysis of Four Photo Themes before Embedding
    AAJ Altaay, S Sahib, M Zamani
    Advanced Computer Science Applications and Technologies (ACSAT), 2013 … , 2014
    2014
    Citations: 8
  • Wide Smooth Region Photos Statistical Steganalysis
    MZ Alaa A. Jabbar, Shahrin Bin Sahib
    JNIT: Journal of Next Generation Information Technology 4 (8), 43 - 56 , 2013
    2013
    Citations: 7
  • Edgy Photos Statistical Steganalysis
    AAJ Altaay, SB Sahib, M Zamani
    AISS: Advances in Information Sciences and Service Sciences 5 (16), 35 - 48 , 2013
    2013
    Citations: 8
  • Partial Smooth Region Photos Statistical Steganalysis
    MZ Alaa A. Jabbar, Shahrin Bin Sahib
    Journal of Information Processing and Management IJIPM 4 (7), 130 ~ 143 , 2013
    2013
    Citations: 7
  • Wide Flat Region Photos Statistical Steganalysis
    AA Jabbar, SB Sahib, M Zamani
    JCIT: Journal of Convergence Information Technology 8 (16), 1 ~ 14 , 2013
    2013
    Citations: 8
  • Determining the threshold of pixel correlativity analysis
    AA Jabbar, SB Sahib, M Zamani
    International Journal of Digital Content Technology and its Applications 7 … , 2013
    2013
    Citations: 11
  • An introduction to watermarking techniques
    AA Jabbar, SB Sahib, M Zamani
    12th WSEAS International Conference on Applications of Computer Engineering … , 2013
    2013
    Citations: 19
  • Shahrin Bin Sahib, Mazdak Zamani. Multimedia Data Hiding Evaluation Metrics
    AA Jabbar
    7th WSEAS International Conference on Computer Engineering and Applications … , 2013
    2013
    Citations: 20
  • Shahrin bin Sahib and Mazdak Zamani,“An Introduction to Image Steganography Techniques”
    AAJ Altaay
    2012 International Conference on Advanced Computer Science Applications and … , 2013
    2013
    Citations: 7
  • Pixel Correlation Behavior in Different Themes Communications in Computer and Information Science
    AAJ Altaay, SB Sahib, M Zamani
    Springer: Berlin/Heidelberg, Germany 398, 223-234 , 2013
    2013
    Citations: 13

MOST CITED SCHOLAR PUBLICATIONS

  • An Introduction to Image Steganography Techniques
    AA Jabbar, SB Sahib, M Zamani
    International Conference on Advanced Computer Science Applications and … , 2012
    2012
    Citations: 165
  • Shahrin Bin Sahib, Mazdak Zamani. Multimedia Data Hiding Evaluation Metrics
    AA Jabbar
    7th WSEAS International Conference on Computer Engineering and Applications … , 2013
    2013
    Citations: 20
  • An introduction to watermarking techniques
    AA Jabbar, SB Sahib, M Zamani
    12th WSEAS International Conference on Applications of Computer Engineering … , 2013
    2013
    Citations: 19
  • New modified RLE algorithms to compress grayscale images with lossy and lossless compression
    HK Al-Bahadily, AAJ Altaay, VY Tsviatkou, VK Konopelko
    United Kingdom , 2016
    2016
    Citations: 16
  • A novel deep learning neural network for fast-food image classification and prediction using modified loss function
    S Lohala, A Alsadoon, PWC Prasad, RS Ali, AJ Altaay
    Multimedia Tools and Applications 80 (17), 25453-25476 , 2021
    2021
    Citations: 15
  • Correlation Analysis of the Four Photo Themes in Five Layers Communications in Computer and Information Science
    AJ Altaay, SB Sahib, M Zamani
    Springer: Berlin/Heidelberg, Germany 398, 211-222 , 2013
    2013
    Citations: 15
  • Pixel Correlation Behavior in Different Themes Communications in Computer and Information Science
    AAJ Altaay, SB Sahib, M Zamani
    Springer: Berlin/Heidelberg, Germany 398, 223-234 , 2013
    2013
    Citations: 13
  • Issuing digital signatures for integrity and authentication of digital documents
    HK Albahadily, IA Jabbar, AA Altaay, X Ren
    Al-Mustansiriyah Journal of Science 34 (3), 50-55 , 2023
    2023
    Citations: 12
  • Pixel correlation behavior in different themes
    AA Jabbar, SB Sahib, M Zamani
    Geo-Informatics in Resource Management and Sustainable Ecosystem … , 2013
    2013
    Citations: 12
  • Determining the threshold of pixel correlativity analysis
    AA Jabbar, SB Sahib, M Zamani
    International Journal of Digital Content Technology and its Applications 7 … , 2013
    2013
    Citations: 11
  • Statistical Steganalysis of Four Photo Themes before Embedding
    AAJ Altaay, S Sahib, M Zamani
    Advanced Computer Science Applications and Technologies (ACSAT), 2013 … , 2014
    2014
    Citations: 8
  • Edgy Photos Statistical Steganalysis
    AAJ Altaay, SB Sahib, M Zamani
    AISS: Advances in Information Sciences and Service Sciences 5 (16), 35 - 48 , 2013
    2013
    Citations: 8
  • Wide Flat Region Photos Statistical Steganalysis
    AA Jabbar, SB Sahib, M Zamani
    JCIT: Journal of Convergence Information Technology 8 (16), 1 ~ 14 , 2013
    2013
    Citations: 8
  • Wide Smooth Region Photos Statistical Steganalysis
    MZ Alaa A. Jabbar, Shahrin Bin Sahib
    JNIT: Journal of Next Generation Information Technology 4 (8), 43 - 56 , 2013
    2013
    Citations: 7
  • Partial Smooth Region Photos Statistical Steganalysis
    MZ Alaa A. Jabbar, Shahrin Bin Sahib
    Journal of Information Processing and Management IJIPM 4 (7), 130 ~ 143 , 2013
    2013
    Citations: 7
  • Shahrin bin Sahib and Mazdak Zamani,“An Introduction to Image Steganography Techniques”
    AAJ Altaay
    2012 International Conference on Advanced Computer Science Applications and … , 2013
    2013
    Citations: 7
  • Determining the threshold of pixel correlativity analysis
    AAJ Altaay, SB Sahib, M Zamani
    International Journal of Digital Content Technology and Its Applications 7 … , 2013
    2013
    Citations: 7
  • Encryption of Military Maps ImagesUsing Peter De Jong Chaotic Maps and Lightwaght Encryption
    HK Albahadily, AAJ Altaay, IA Jabbar
    2022 Fifth College of Science International Conference of Recent Trends in … , 2022
    2022
    Citations: 6
  • Decision Support System in GIS to Find Best Route
    AM Abd ALrhman, AA Jabbar
    2019 First International Conference of Computer and Applied Sciences (CAS … , 2019
    2019
    Citations: 3
  • Lightweight image encryption based on a hybrid approach
    AAJ Altaay, JN Hasoon, HK Albahadily
    JOIV: International Journal on Informatics Visualization 8 (2), 977-982 , 2024
    2024
    Citations: 2