An Application of CNN-based Models with Fine-tuning Techniques on Malevis Malware Dataset

Mã QR

An Application of CNN-based Models with Fine-tuning Techniques on Malevis Malware Dataset

Proceedings of the 13th International Conference on Information Technology and Its Applications (CITA 2024); pp: 210-222

Đã lưu trong:

Sonraí Bibleagrafaíochta
Những tác giả chính:	Tran, Hoang Hai, Do, Minh Quang, Nguyen, Hong Hoa
Formáid:	Bài viết
Teanga:	English
Foilsithe:	Vietnam-Korea University of Information and Communication Technology 2024
Ábhair:	Malware Detection Convolutional Neural Network Deep Learning
Rochtain Ar Líne:	https://elib.vku.udn.vn/handle/123456789/4034
Clibeanna:	Cuir Clib Leis Gan Chlibeanna, Bí ar an gcéad duine leis an taifead seo a chlibeáil!

Thư viện lưu trữ:	Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng

Míreanna Comhchosúla

2D-CNN Based Segmentation of Ischemic Stroke Lesions in MRI Scans
le: Pir, Masoom Shah, et al.
Foilsithe: (2021)

Improving Malware Detection Performance based on Malware Features using Machine Learning
le: Bui, Duc Hieu
Foilsithe: (2025)

Multimodal Deep Learning Feedback for Generating Evasive Malware Samples Against Malware Detector
le: Luu, Nguyen Cong Minh, et al.
Foilsithe: (2024)

Ứng dụng học sâu trong hỗ trợ chẩn đoán ung thư da dựa vào hình ảnh
le: Huỳnh, Chỉnh, et al.
Foilsithe: (2021)

A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION
le: Vo, Duy Nguyen, et al.
Foilsithe: (2024)

An Evaluation of Image-Based Malware Classification Using Machine Learning
le: Tran, The Son, et al.
Foilsithe: (2021)

Implementation of Convolutional Neural Network on a Microcontroller for Classification of Audio Signals
le: Tran, Dinh Hoang Long, et al.
Foilsithe: (2023)

A Comparative Analysis of Models Based on Convolutional Neural Network for WiFi Fingerprinting
le: Phan, Thị Thanh Nga, et al.
Foilsithe: (2025)

Practical Malware Analysis: The Hand-On Guide to Dissecting Malicious Software
le: Michael, Sikorski, et al.
Foilsithe: (2023)

Deep Learning-Based Approach for Automatic Detection of Malaria in Peripheral Blood Smear Images
le: Pham, Vu Thu Nguyet, et al.
Foilsithe: (2023)

HYPERSPECTRAL IMAGE CLASSIFICATION ON A MULTISCALE 3D CONVOLUTIONAL NEURAL NETWORK
le: Thai Duy Quy, et al.
Foilsithe: (2025)

Improved YOLO object detection algorithm to detect ripe pineapple phase
le: Nguyen, Ha Huy Cuong, et al.
Foilsithe: (2023)

Advancing Phishing Attack Detection with a Novel Dataset and Deep Learning Solution
le: Le, Quoc Khanh, et al.
Foilsithe: (2024)

Deep Convolutional Neural Network for Diseases Diagnosis on Plants
le: Le, Thi Thu Nga, et al.
Foilsithe: (2022)

Deep Learning-Based Convolutional Neural Network for Crash Severity Prediction
le: Se, Chamroeun, et al.
Foilsithe: (2024)

Development of a Fake News Detection Tool for Vietnamese Based on Deep Learning Techniques
le: Vo, Trung Hung, et al.
Foilsithe: (2023)

Research and development of a Fire Detection System using Deep Learning
le: Nguyen, Minh Tri
Foilsithe: (2024)

An Improved Transfer Learning-Based Approach for Detecting Abnormal Cervical Cells from Pap Smear Microscopic Images
le: Le, Thi Thu Nga, et al.
Foilsithe: (2023)

Effective Color Spaces for Quaternion-valued Neural Network in Depth Estimation
le: Pham, Minh Tuan, et al.
Foilsithe: (2023)

Enhancing Age and Gender Detection Performance in CNNs Through Optimization of Batch Normalization and Dropout Settings with Iterative Parameter
le: Nguyen, Si Thin, et al.
Foilsithe: (2025)

SURVEY AND PROPOSED METHOD TO DETECT ADVERSARIAL EXAMPLES USING AN ADVERSARIAL RETRAINING MODEL
le: Phan, Thanh Son, et al.
Foilsithe: (2024)

Using Hybrid Models for Action Correction in Instrument Learning Based on AI
le: AVIRMED ENKHBAT, et al.
Foilsithe: (2024)

Smart Solution to Detect Images in Limited Visibility Conditions Based Convolutional Neural Networks
le: Nguyen, Ha Huy Cuong, et al.
Foilsithe: (2021)

The Healthcare System "Hello Kids" for Children Applying Deep Neural Network Architecture
le: Duong, Tuan Dat
Foilsithe: (2025)

Comprehensive Study on Semantic Segmentation of Ovarian Tumors from Ultrasound Images
le: Pham, Thi Loan, et al.
Foilsithe: (2023)

AECWT-3DR-Net: Damage Localization Network for Concrete Structures Using Acoustic Emission Sensors
le: Van, Vy, et al.
Foilsithe: (2023)

Car Detector Based on YOLOv5 for Parking Management
le: Nguyen, Duy Linh, et al.
Foilsithe: (2023)

Building an application for identifying Birds using Deep Learning model
le: Nguyen, Si Thien
Foilsithe: (2024)

Building an app to identify Bird species using Deep Learning models
le: Nguyen, Thi Quynh Nhu
Foilsithe: (2024)

A Novel Algorithm for Estimating Fast-Moving Vehicle Speed in Intelligent Transport Systems
le: Do, Trong Hop, et al.
Foilsithe: (2021)

BKIDSet 2022 - Toward Generating a New DDoS Intrusion Detection Dataset
le: Luu, Minh Tri, et al.
Foilsithe: (2022)

Building an application to classify gender, age, and emotion using Deep Learning
le: Le, Dac Khoa
Foilsithe: (2024)

Toward a multitask Aspect_based Sentiment Analysis model using deep learning
le: Tran, Uyen Trang, et al.
Foilsithe: (2022)

Bridge Crack Detection based on Deep Learning and Drone
le: Ngo, Long, et al.
Foilsithe: (2022)

Deep feature extractors for small object detection in aerial images
le: Nguyen, Hai Q., et al.
Foilsithe: (2021)

Diseased shrimp detection based on transfer learning
le: Phan, Viet Long, et al.
Foilsithe: (2022)

Diseased Shrimp Detection based on Transfer Learning
le: Le, Thi Thu Nga, et al.
Foilsithe: (2022)

Face Mask-Wearing Classification Using Transfer Learning Technique with MobileNet V2
le: Pham, Nguyen Minh Nhut, et al.
Foilsithe: (2022)

Face Mask-Wearing Classification Using Transfer Learning Technique with MobileNet V2
le: Pham, Nguyen Minh Nhut
Foilsithe: (2023)

Intelligent Fruit Recognition System Using Deep Learning
le: Nguyen, Ha Huy Cuong, et al.
Foilsithe: (2023)