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EF-CenterNet: An efficient anchor-free model for UAV-based banana leaf disease detection
UAV-based remote sensing combined with deep neural networks has recently emerged for automated leaf disease detection on large-scale …
Huy-Tan Thai
,
Kim-Hung Le
,
Ngan Luu-Thuy Nguyen
PDF
Poster
MobileH-Transformer: Enabling real-time leaf disease detection using hybrid deep learning approach for smart agriculture
Agriculture has produced the vast majority of food for the world’s population throughout human history and plays a significant role in …
Huy-Tan Thai
,
Kim-Hung Le
PDF
Poster
nNFST: A single-model approach for multiclass novelty detection in network intrusion detection systems
The rapid evolution of cyberattack techniques necessitates advanced intrusion detection systems (IDS) capable of multiclass novelty …
Xuan-Ha Nguyen
,
Kim-Hung Le
PDF
Poster
DetectVul: A statement-level code vulnerability detection for Python
Detecting vulnerabilities in source code using graph neural networks (GNN) has gained significant attention in recent years. However, …
Hoai-Chau Tran
,
Anh-Duy Tran
,
Kim-Hung Le
PDF
Poster
TinyResViT: A lightweight hybrid deep learning model for on-device corn leaf disease detection
The increasing prevalence of corn leaf diseases poses a significant threat to global food security, necessitating efficient and …
Van-Linh Truong-Dang
,
Huy-Tan Thai
,
Kim-Hung Le
PDF
Poster
XSShield: A novel dataset and lightweight hybrid deep learning model for XSS attack detection
With the proliferation of web applications, cross-site scripting (XSS) attacks have increased significantly and now pose a significant …
Gia-Huy Luu
,
Minh-Khang Duong
,
Trong-Phuc Pham-Ngo
,
Thanh-Sang Ngo
,
Dat-Thinh Nguyen
,
Xuan-Ha Nguyen
,
Kim-Hung Le
PDF
Poster
The robust scheme for intrusion detection system in internet of things
Machine learning and deep learning-based anomaly intrusion detection systems (IDSs) have become prevalent in securing IoT networks due …
Dat-Thinh Nguyen
,
Kim-Hung Le
PDF
Poster
Towards sustainable agriculture: A lightweight hybrid model and cloud-based collection of datasets for efficient leaf disease detection
Agricultural sustainability is a crucial component of the global economy and faces several challenges, including plant diseases. …
Huy-Tan Thai
,
Kim-Hung Le
,
Ngan Luu-Thuy Nguyen
PDF
Poster
Robust detection of unknown DoS/DDoS attacks in IoT networks using a hybrid learning model
The fourth industrial revolution is marked by the rapid growth of Internet of Things (IoT) technology, leading to an increase in the …
Xuan-Ha Nguyen
,
Kim-Hung Le
PDF
Poster
Brainyedge: An ai-enabled framework for iot edge computing
Along with the proliferation of the Internet of Things (IoT) and the surge in the use of artificial intelligence (AI), Edge Computing …
Kim-Hung Le
,
Khanh-Hoi Le-Minh
,
Huy-Tan Thai
PDF
Poster
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