Results 51 to 60 of about 4,077 (204)

SAE-based Encrypted Traffic Identification Method [PDF]

Jisuanji gongcheng, 2018
To solve the problem that encrypted traffic identification methods based on machine learning are low in accuracy and time-consuming and costly in feature extraction and selection,this paper proposes a Stacked Autoencoder (SAE)-based encrypted traffic ...
WANG Pan,CHEN Xuejiao
doaj   +1 more source

Managing the margins: Practitioner perspectives on barriers and solutions for biodiversity‐friendly roadside management in Germany

People and Nature, EarlyView.
Abstract Roadsides can provide habitats, refuges and corridors for various plant and insect species. Preserving and enhancing these ecosystems can mitigate biodiversity loss and improve connectivity in fragmented landscapes. Despite growing evidence supporting biodiversity‐friendly management strategies, large‐scale implementation has not been realized.
Hanna S. Paikert, Bente Castro Campos, Frank Jauker, Till Kleinebecker, Yves P. Klinger   +4 more
wiley   +1 more source

CNN-based Encrypted C&C Communication Traffic Identification Method [PDF]

Jisuanji gongcheng, 2019
In order to achieve accurate identification of malware encrypted C&C communication traffic,this paper analyzes the https communication process of normal Webpage browsing access and C&C communication,discovers the server independence feature of ...
CHENG Hua, XIE Jinxin, CHEN Lihuang
doaj   +1 more source

Why Autonomous Vehicles Are Not Ready Yet: A Multi‐Disciplinary Review of Problems, Attempted Solutions, and Future Directions

Journal of Field Robotics, EarlyView.
ABSTRACT Personal autonomous vehicles can sense their surrounding environment, plan their route, and drive with little or no involvement of human drivers. Despite the latest technological advancements and the hopeful announcements made by leading entrepreneurs, to date no personal vehicle is approved for road circulation in a “fully” or “semi ...
Xingshuai Dong, Massimiliano Cappuccio, Fady Alnajjar, Luqman Ali, Hamad Al Jassmi, Essam Debie, Milad Ghasrikhouzani, Alessandro Lanteri, Tate McGregor, Oleksandra Molloy, Alice Plebe, Michael Regan, Eduardo Sandoval, Dongmo Zhang   +13 more
wiley   +1 more source

Malicious Encrypted Traffic Detection Method Based on Conversation Statistical Encoder Model [PDF]

Jisuanji kexue
With the development and widespread application of network technology,encrypted traffic has become a key technology for protecting user privacy.However,malware and attackers also use encrypted traffic to hide their behaviors and evade traditional network
GONG Siyue, LIU Hui, WANG Baohui
doaj   +1 more source

Beyond 5G and Non‐terrestrial Network (NTN) Integrated Architecture: Access Challenges for Expanding Artificial Intelligence of Things (AIoT)

International Journal of Satellite Communications and Networking, EarlyView.
ABSTRACT This study analyzes the architecture of the beyond 5G‐NTN (Non‐terrestrial Network) integrated network and presents the technical, legal, and regulatory challenges and considerations for expanding the Artificial Intelligence of Things (AIoT) ecosystem.
Byung Woon Kim, Ga Eun Choi
wiley   +1 more source

Bootstrap Forest based method for Encrypted Network Traffic Analysis

Journal of Information and Organizational Sciences
Encrypting communications and data over the Internet becomes essential in ensuring the privacy of communications and protecting the data from increasing threats. Hence, majority of Internet traffic and networked communications are encrypted now. However,
Shobana Durairaju, Aswani Kumar Cherukuri   +1 more
doaj   +1 more source

Advanced Hybrid Techniques for Cyberattack Detection and Defense in IoT Networks

SECURITY AND PRIVACY, Volume 8, Issue 2, March/April 2025.
ABSTRACT The Internet of Things (IoT) represents a vast network of devices connected to the Internet, making it easier for users to connect to modern technology. However, the complexity of these networks and the large volume of data pose significant challenges in protecting them from persistent cyberattacks, such as distributed denial‐of‐service (DDoS)
Zaed S. Mahdi, Rana M. Zaki, Laith Alzubaidi   +2 more
wiley   +1 more source

Lifecycle‐Based Governance to Build Reliable Ethical AI Systems

Systems Research and Behavioral Science, EarlyView.
ABSTRACT Artificial intelligence (AI) systems represent a paradigm shift in technological capabilities, offering transformative potential across industries while introducing novel governance and implementation challenges. This paper presents a comprehensive framework for understanding AI systems through three critical dimensions: trustworthiness ...
Maikel Leon
wiley   +1 more source

Data privacy model using blockchain reinforcement federated learning approach for scalable internet of medical things

CAAI Transactions on Intelligence Technology, EarlyView.
Abstract Internet of Medical Things (IoMT) has typical advancements in the healthcare sector with rapid potential proof for decentralised communication systems that have been applied for collecting and monitoring COVID‐19 patient data. Machine Learning algorithms typically use the risk score of each patient based on risk factors, which could help ...
Chandramohan Dhasaratha, Mohammad Kamrul Hasan, Shayla Islam, Shailesh Khapre, Salwani Abdullah, Taher M. Ghazal, Ahmed Ibrahim Alzahrani, Nasser Alalwan, Nguyen Vo, Md Akhtaruzzaman   +9 more
wiley   +1 more source