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نظام تحديد الهوية البيومترية المحسن بالاعتماد على بصمات الاصابع باستخدام النماذج التجميعية للتعلم العميق == Enhanced Fingerprint - Based Biometric Identification System Using Ensemble Deep Learning Models
Author name:
ساجدة جابر حبيب
Supervisor name:
عبد الوهاب سامي ابراهيم
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Fingerprint Recognition using CNN
Related Works
Problem Statement
Fingerprint Identification System
Fingerprint Characteristics and Patterns
Benefits of Fingerprint Recognition Systems
Limitations of Fingerprint Recognition Method
Convolution Neural Network (CNN)
Methods for Transfer Learning
Categorical Crossentropy
Training Models for Fingerprint Recognition Tasks
AlexNet Model
ResNet50 Model
ResNet101 Model
More
اخفاء الصورة استنادا الى k - mean والخريطة الفوضوية == Image steganography Based on k - mean and Chaotic map
Author name:
هبه عدنان قاسم
Supervisor name:
رنا سعد محمد
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Linguistics Steganography
Technical Steganography
Audio Steganography
Video Steganography
Portable Network Graphics (PNG)
Joint Photographic Expert Group (JPEG/JPG)
Tagged Image File Format (TIFF/TIF)
Least Significant Bit (LSB)
Peak Signal Noise Ratio (PSNR)
Structure Similarity Index (SSIM)
: Design and Implementation of different algorithms proposed
DNA-LSB Steganography (The First Method)
Embedding Process (The First Method)
Extracting Process (The First Method)
K-mean-DNA-LSB Steganography (The Second Method
Embedding Process (The Second Method)
Extracting Process (The Second Method)
Chaotic Map (Tent Map)
Extracting by LSB
Peak Signal Noise Ratio Test
Pearson Correlation Coefficients (PCC)
Visual Test of Stego Image
2Visual Test of the Second Method
More
تقييم العمل التجاري عبر الشبكة الاجتماعية باستخدام التعلم العميق == Assessment of commercial action via social network using deep learning
Author name:
نبوغ حسين باقر
Supervisor name:
احمد طارق صادق | زهير حسين علي
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
2.2.1. Importance of Sentiment Analysis
2.3. Text Pre-Processing
Term Frequency-Inverse Document Frequency
Convolution Neural Network
Support Vector Machine
Introduction of Summarization
Recurrent Neural Network
The Vanishing Gradient Problem in RNN
Splitting Dataset
Feature Extraction using LSI
Assessment of Commercial Action Based Summarization model
Comparing the Proposed Models’ Results with other Related Work
More
خوارزمية تشفير الصور تعتمد على خريطة فوضوية جديدة سداسية الابعاد == An Image Encryption Algorithm Based on a New 6 - D Chaotic Map
Author name:
نرجس نصيف جاسم
Supervisor name:
صادق عبد العزيز مهدي
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Related study on the chaotic Six-Dimensional System
Encryption algorithms based six-dimension chaotic systems
Chaotic systems Characteristics
Type of chaotic systems
The evaluation metrics
Analysis of Histogram
Peak Signal to Noise Ratio (PSNR) and MSE
Differential Attack Analysis
Key Sensitivity Analysis
Chaotic System Analysis
Symmetry and invariability
Lyapunov Exponents and Lyapunov Dimensions.
The Proposed System Layout
Sensitivity to Initial Conditions
Results and Discussion
hard ware and software specification
More
نظام اكتشاف الدخيل في المنزل الذكي المعتمد على تحسين خوارزميات التعلم العميق == Smart Home Intruder Detection System Based on Enhance Deep Learning Algorithms
Author name:
هبة حميد علي
Supervisor name:
جولان روكان نايف | وليد رشيد حمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Problem Statement
Aim of The Thesis
IoT Architecture
Computer Vision(CV
Image Preprocessing
Preprocessing Algorithms for Face Recognition
Histograms of Oriented Gradients (HOG) for Face Detection
Machine Learning (ML) Approaches
Support Vector Machines(SVM
Convolution Neural Network (CNN
4 Fully Connected (FC) Layer
Overfitting and Underfitting
Pre-Trained Model for CV
Raspberry Pi (RPI) Configuration with Camera and Sensors
6 Image Preprocessing Phase
8 Convert Model To Lite Model phase
Dataset Creation Result
Detect and Crop Only Faces Image
Distribute The Pooled Data Set to Training , Validation, and
TestingAugmentation Image Data and Resize Image to 224*224
The Training and Testing Phase
More
تصميم خوارزمية خفيفة الوزن لتشفير البيانات في انترنت الاشياء == Design Lightweight Algorithm for Data Encryption in IoT
Author name:
رسول صلاح سلمان
Supervisor name:
علاء كاظم فرحان | علي شاكر محمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Substitution Box (S-box)
Lightweight AES algorithm
The Problem Statement
Internet of things Attacks
Lightweight Cryptography (LWC)
Lightweight Block ciphers
Advanced Encryption Standard (AES)
Two-dimensional Logistic Map
Main Components of an IoT System
Features of an Excellent Cryptographic Algorithm
The Proposed Encryption Algorithm (LWAES-128)
Key Generation of System
The Encryption Process utilizing LWAES-128 Algorithm
Implementation of the System
Requirements and Environment
Substitution-Box Evaluation
Substitution-Box Evaluation Through Encrypting an Image
Implementation of Encryption Process
More
ترميز اشارات الكلام بتقنيات مختلفة == Speech Signal Encoding Using different techniques
Author name:
مروا جمال هادي
Supervisor name:
طارق احمد حسن
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Objectives of Research
Main Goal and Contribution
Research Methodology
Origin of Human Speech Signals
Speech Signal Classification
Gauss Chaotic Map
2.6 Transform Coding
Discrete Cosine Transform
2.9 Metrics of Performance Evaluation
Libri-Speech Dataset
Second Approach Design
Encoding Phase
4.4 Results of the First Proposed Method
Results obtained by Libri-Speech Dataset
Results obtained by Collected Dataset
Results of the Second Proposed Method
Results achieved by Libri-Speech Dataset
Results achieved by Collected Dataset
Comparison of proposed Methods
More
امنية الحوسبة السحابية باستخدام نظام فوضوي مع خوارزمية هجينة مخففة من mCrypton - salsa20 == Cloud Computing Security using Chaotic System and Hybrid Lightweight mCrypton - salsa20 Algorithm
Author name:
مصعب ابراهيم حميد
Supervisor name:
حيدر كاظم حمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Related Work for mcrypton algorithm and hybrid algorithms
Related Work for cloud computing security
Problem statement
Issues of Cloud Computing
Threats and Vulnerabilities in cloud computing
Methodologies for Cloud Computing
Cloud Computing Security
Lightweight Cryptographic Algorithms
Lightweight Block Ciphers Algorithms
Lightweight Stream Ciphers Algorithms
Salsa20 algorithm
Message Authentication codes
The suggested New Lightweight Hybrid Encryption Algorithm (combination of mCrypton, Salsa20 and
Extra stage) (LHCSEA-64 bits)
Lightweight Hybrid Encryption Algorithm
(LHCSEA-128 bits)
Lightweight Hybrid Encryption Algorithm
(LHCSEA-256 bits)
The proposed Authentication Layer in PHLSC
More
تقييم اجابات الاسئلة القصيرة باستخدام تقنيات التنقيب عن النصوص والشبكة الدلالية == Evaluation of short question answers using text mining techniques and semantic net
Author name:
سميه حسام الدين مجبل
Supervisor name:
احمد طارق صادق
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Problem Statement
Text Mining Stages
Information Extraction
Short Answer Assessments in E-learning
WuPalmer – WordNet Similarity
Latent Semantic Analysis (LSA
2 Framework of Proposed System
Semantic Network Construction
DSCS) Dataset Results
Mohler Dataset Results
More
اطار امني للشبكة الاجتماعية للاشياء == A Security Framework for Social Web of Things
Author name:
علي مؤيد مهدي
Supervisor name:
احمد هاشم محمد
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
Applications Layer
The Network Layer
The Perception Layer
Web of Thing (WoT)
The Social Web of Things (SWoT)
A web authorization framework (OAuth)
IoT Security Services
Symmetric Cryptography
Asymmetric Cryptography
The PRESENT Block Cipher
The Proposed SWoT System Framework
Collect patient data from sensors
Providing secure communication of patient data to the Twitter application and database
Performing User Work in Server Side
Authentication /Access Control Security Services
Confidentiality / Integrity Security Services
Software Implementation of the Proposed System
Twitter application settings
Management Health Care System
Security services of proposed SWoT Framework
Authentication / Access Control Security Services
Confidentiality and Integrity of Patient Sensor Data
Evaluation of the Proposed SWoT Framework
Encryption/Decryption Time
Memory Consumption
NIST Test Suite Algorithms
Formulation and Analysis Measures Algorithms
More
نظام امني لمراقبة المنزل بالاعتماد على الدوال الفوضوية == Secure Home Surveillance System Based on Chaos Maps
Author name:
عمر عبد الغفور جاسم
Supervisor name:
خالد علي حسين
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
تشفير صورة انترنت الاشياء لامنية الابنية اعتمادا على خوارزمية هجينة PRESENT - SPECK == An image Encryption for IoT buildings Security based on Hybrid Present-Speck Algorithm
Author name:
ضحى محمد نوري محمد روؤف
Supervisor name:
حيدر كاظم حمود | انتصار عبد يوسف
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
تخمين وتقييم السلوكيات في بيئة التعلم الالكتروني باستخدام التعلم الالي == Estimation and Evaluation Behaviors in an E-Learning Environment Using Machine Learning
Author name:
بتول علي حمود
Supervisor name:
ايناس محمد حسين سعيد
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
الواقع المعزز المطبق باتساق السلوك باستخدام خوارزمية المربع المحيط الموجه == Augmented Reality Appling with Consistency of Behavior using Oriented Bounding Box (OBB) Algorithm
Author name:
دريد سعفان موسى
Supervisor name:
عبد الوهاب سامي ابراهيم
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
تكامل وتنفيذ شبكات الزجبي في محطات التوزيع الكهربائية ونظام سكادا == Integration and Implementation of ZIGBEE Networks in Electric Distribution Substation and SCADA System.
Author name:
نغم صفاء بهاء الدين
Supervisor name:
سعد عبد الرضا مكي
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
نظام لاكتشاف الصرع اعتمادا على مستشعرات التسريع في الهاتف الذكي == An Epilepsy Detection System Based on Smartphones Acceleration Sensors
Author name:
محمد فهمي عبد الغفور
Supervisor name:
سعد عبد الر ضا مكي
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
كشف سرعة السيارة باستخدام نماذج التعلم العميق لمراقبة حركة المرور على الطرق == Vehicle speed Detection Using Deep Learning Models for Road Traffic Monitoring
Author name:
صالح خالد عبد المنعم
Supervisor name:
انوار حسن مهدي | انتصار عبد يوسف
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
نموذج هجين ذكي للكشف عن التطرف في النصوص العربية على مواقع التواصل الاجتماعي == Intelligent Hybrid Model to Detect Extremism in Arabic Texts on Social Media
Author name:
هند علي سليمان
Supervisor name:
زهير حسين علي
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
نظام الكشف عن النشاط البشري باستخدام نموذج التعلم العميق ونقل التعلم باستخدام البيانات متعددة الوسائط == Human Activity Detection System Using Deep Learning Model and Transfer Learning with Multimodal Data
Author name:
فاطمة موسى حسن
Supervisor name:
سوسن عبد الهادي محمود | ايناس محمد حسين
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
تشفير الفيديو باستخدام خوارزمية متوازية لتسريع عملية التشفير وتعزيز الامان == Video Encryption Utilizing Parallel Algorithm to Reduce Encryption Time and Improve Security
Author name:
سارة جودة السعيد
Supervisor name:
علي شاكر محمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
تشفير النص باستخدام خوارزمية تشفير KASUMI المعدلة == Text Encryption Utilizing Modified KASUMI Encryption Algorithms
Author name:
احمد علي صالح
Supervisor name:
علي شاكر محمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
نظام تشفير النصوص القائم على التباديل وتحويل لابلاس ونظرية الفوضى == Text Cryptography System based on Permutation - Laplce transfrom and Choas Theory
Author name:
نور حسين ناجي
Supervisor name:
انوار عباس خطاب
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
نظام ذكي للتعرف على سلوك الطلاب في الوقت الحقيقي لبيئة الفصل الدراسي بناء على انترنت الاشياء الامن == REAL TIME INTELLIGENT STUDENT BEHAVIOR RECOGNITION SYSTEM FOR THE CLASSROOM ENVIRONMENT BASED ON SECURE INTERNET OF THINGS
Author name:
امل هوال جاسم
Supervisor name:
حيدر كاظم حمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
الكشف عن الاهداف متعددة المقاييس لبيانات الطائرات بدون طيار باستخدام نموذج التعلم العميق == Multi - Scale Target Object Detector for Unmanned Aerial Vehicles Data Using Deep Learning Model
Author name:
وائل يحيى ياسين
Supervisor name:
سوسن عبد الهادي محمود
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
تحسين نظام الكشف عن المشاة في الاضاءة المنخفضة بناء على دمج الصور المرئية والحرارية == Enhancement Of Low - light Pedestrian Detection System Based on Fusion of Visible and Infrared Images
Author name:
يسرى ثامر ناصر العبيدي
Supervisor name:
رافد عيدان حليوت
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
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