Security issues in automatic dependent surveillance-broadcast (ADS-B): A survey

Z Wu, T Shang, A Guo - IEEE Access, 2020 - ieeexplore.ieee.org
As a new generation of air transportation surveillance technology, the automatic dependent
surveillance-broadcast (ADS-B) system mainly completes the extraction and processing of …

TTSAD: TCN-Transformer-SVDD Model for Anomaly Detection in air traffic ADS-B data

P Luo, B Wang, J Tian - Computers & Security, 2024 - Elsevier
Abstract ADS-B (Automatic Dependent Surveillance-Broadcast) is a key technology in the
new generation air traffic surveillance system. However, it is vulnerable to various cyber …

A secure and effective hierarchical identity-based signature scheme for ads-b systems

X Chen, D He, C Peng, M Luo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Automatic dependent surveillance–broadcast (ADS-B) serves as a fundamental component
of the next-generation national airspace strategies in numerous states, facilitating the …

ADS-B anomaly data detection model based on VAE-SVDD

P Luo, B Wang, T Li, J Tian - Computers & Security, 2021 - Elsevier
As a key technology of the new generation air traffic surveillance system, ADS-B (Automatic
Dependent Surveillance-Broadcast) is vulnerable to cyber security challenges because it …

ADS-Bpois: Poisoning Attacks against Deep Learning-Based Air Traffic ADS-B Unsupervised Anomaly Detection Models

P Luo, B Wang, J Tian, Y Yang - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
As a core technology of the new generation air traffic management (ATM) system, automatic
dependent surveillance-broadcast (ADS-B) becomes increasingly crucial and its anomaly …

Analyzing sequences of airspace states to detect anomalous traffic conditions

E Habler, A Shabtai - IEEE Transactions on Aerospace and …, 2021 - ieeexplore.ieee.org
The ADS-B system serves as a replacement for the current radar-based air traffic control
systems. Although much effort and resources have been invested in designing and …

Dynamic temporal ADS-B data attack detection based on sHDP-HMM

T Li, B Wang, F Shang, J Tian, K Cao - Computers & Security, 2020 - Elsevier
For the next generation air traffic surveillance, ADS-B is becoming the primary method to
obtain more accurate data with wide coverage, which establishes the foundation for …

Adversarial attacks against deep-learning-based automatic dependent surveillance-broadcast unsupervised anomaly detection models in the context of air traffic …

P Luo, B Wang, J Tian, C Liu, Y Yang - Sensors, 2024 - mdpi.com
Deep learning has shown significant advantages in Automatic Dependent Surveillance-
Broadcast (ADS-B) anomaly detection, but it is known for its susceptibility to adversarial …

A Fast Spatial Pool Learning Algorithm of Hierarchical Temporal Memory Based on Minicolumn's Self‐Nomination

L Li, T Zou, T Cai, D Niu, Y Zhu - Computational Intelligence …, 2021 - Wiley Online Library
As a new type of artificial neural network model, HTM has become the focus of current
research and application. The sparse distributed representation is the basis of the HTM …

[HTML][HTML] Online intrusion scenario discovery and prediction based on Hierarchical Temporal Memory (HTM)

K Zhang, F Zhao, S Luo, Y **n, H Zhu, Y Chen - Applied Sciences, 2020 - mdpi.com
With the development of intrusion detection, a number of the intelligence algorithms (eg,
artificial neural networks) are introduced to enhance the performance of the intrusion …