Normal and malicious sliding windows similarity analysis method for fast and accurate IDS against DoS attacks on in-vehicle networks

S Ohira, AK Desta, I Arai, H Inoue, K Fujikawa - IEEE Access, 2020 - ieeexplore.ieee.org
Controller Area Network (CAN) is a de facto standard of in-vehicle networks. Since CAN
employs broadcast communication and a slower network than other general networks (eg …

OTIDS: A novel intrusion detection system for in-vehicle network by using remote frame

H Lee, SH Jeong, HK Kim - … on Privacy, Security and Trust (PST …, 2017 - ieeexplore.ieee.org
Controller Area Network (CAN) is a bus communication protocol which defines a standard
for reliable and efficient transmission between in-vehicle nodes in real-time. Since CAN …

A multiple Rényi entropy based intrusion detection system for connected vehicles

KS Yu, SH Kim, DW Lim, YS Kim - Entropy, 2020 - mdpi.com
In this paper, we propose an intrusion detection system based on the estimation of the Rényi
entropy with multiple orders. The Rényi entropy is a generalized notion of entropy that …

A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks

L Zhang, D Ma - IEEE Access, 2022 - ieeexplore.ieee.org
With recent advancements in the automotive world and the introduction of autonomous
vehicles, automotive security has become a real and important issue. Modern vehicles have …

Analysis of ID sequences similarity using DTW in intrusion detection for CAN bus

H Sun, M Sun, J Weng, Z Liu - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
Connected vehicles have recently attracted considerable attention for revolutionizing the
transportation industry. Although connectivity brings about a vast number of benefits, it can …

Rted-sd: A real-time edge detection scheme for sybil ddos in the internet of vehicles

J Li, Z Xue, C Li, M Liu - IEEE Access, 2021 - ieeexplore.ieee.org
As the increasing popularity and development of the Internet of Vehicles (IoV), it is important
to ensure the reliability and safety for IoV. However, communicating in an open-access …

Daga: Detecting attacks to in-vehicle networks via n-gram analysis

D Stabili, L Ferretti, M Andreolini… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recent research showcased several cyber-attacks against unmodified licensed vehicles,
demonstrating the vulnerability of their internal networks. Many solutions have already been …

Intrusion detection system can-bus in-vehicle networks based on the statistical characteristics of attacks

J Khan, DW Lim, YS Kim - Sensors, 2023 - mdpi.com
For in-vehicle network communication, the controller area network (CAN) broadcasts to all
connected nodes without address validation. Therefore, it is highly vulnerable to all sorts of …

A lightweight ids based on J48 algorithm for detecting dos attacks on IoT Middleware

FA Bakhtiar, ES Pramukantoro… - 2019 IEEE 1st global …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) is starting to be broadly used in healthcare. The IoT in health
comprises health sensors which need to get their data into the cloud through middleware …

Histogram-based intrusion detection and filtering framework for secure and safe in-vehicle networks

A Derhab, M Belaoued, I Mohiuddin… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In this paper, we propose H-IDFS, a Histogram-based Intrusion Detection and Filtering
framework, which assembles the CAN packets into windows, and computes their …