Online Network DoS/DDoS Detection: Sampling, Change Point Detection, and Machine Learning Methods
E Owusu, M Rahouti… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Denial of Service (DoS) and Distributed Denial of Service (DDoS) attacks continue to pose
significant threats to networked systems, causing disruptions that can lead to substantial …
significant threats to networked systems, causing disruptions that can lead to substantial …
An evaluation of change point detection algorithms
GJJ Van den Burg, CKI Williams - arXiv preprint arXiv:2003.06222, 2020 - arxiv.org
Change point detection is an important part of time series analysis, as the presence of a
change point indicates an abrupt and significant change in the data generating process …
change point indicates an abrupt and significant change in the data generating process …
Time series change point detection with self-supervised contrastive predictive coding
Change Point Detection (CPD) methods identify the times associated with changes in the
trends and properties of time series data in order to describe the underlying behaviour of the …
trends and properties of time series data in order to describe the underlying behaviour of the …
DDoS attack detection in SDN: optimized deep convolutional neural network with optimal feature set
S Singh, SKV Jayakumar - Wireless Personal Communications, 2022 - Springer
This framework attempts to introduce a new Distributed denial-of-service (DDoS) attack
detection and mitigation model. It is comprised of two stages, namely DDoS attack detection …
detection and mitigation model. It is comprised of two stages, namely DDoS attack detection …
A deep learning approach to detection and mitigation of distributed denial of service attacks in high availability intelligent transport systems
In the era of Internet of Things (IoT) powered by 5G technologies, Automobile Industry is
headed towards a revolution. In Intelligent Transport Systems (ITS), vehicles act as …
headed towards a revolution. In Intelligent Transport Systems (ITS), vehicles act as …
A novel SIP based distributed reflection denial-of-service attack and an effective defense mechanism
IM Tas, BG Unsalver, S Baktir - IEEE access, 2020 - ieeexplore.ieee.org
We introduce a novel SIP based attack, named as the SR-DRDoS attack, that exploits some
less known SIP features by using the IP-spoofing technique, the reflection based attack logic …
less known SIP features by using the IP-spoofing technique, the reflection based attack logic …
Countering ddos attacks in sip based voip networks using recurrent neural networks
Many companies have transformed their telephone systems into Voice over IP (VoIP)
systems. Although implementation is simple, VoIP is vulnerable to different types of attacks …
systems. Although implementation is simple, VoIP is vulnerable to different types of attacks …
Mospat: Automl based model selection and parameter tuning for time series anomaly detection
S Chatterjee, R Bopardikar, M Guerard… - arXiv preprint arXiv …, 2022 - arxiv.org
Organizations leverage anomaly and changepoint detection algorithms to detect changes in
user behavior or service availability and performance. Many off-the-shelf detection …
user behavior or service availability and performance. Many off-the-shelf detection …
Survey of countering DoS/DDoS attacks on SIP based VoIP networks
Voice over IP (VoIP) services hold promise because of their offered features and low cost.
Most VoIP networks depend on the Session Initiation Protocol (SIP) to handle signaling …
Most VoIP networks depend on the Session Initiation Protocol (SIP) to handle signaling …
A novel approach for efficient mitigation against the SIP-based DRDoS attack
IM Tas, S Baktir - Applied Sciences, 2023 - mdpi.com
Voice over Internet Protocol (VoIP) and its underlying Session Initiation Protocol (SIP) are
widely deployed technologies since they provide an efficient and fast means of both voice …
widely deployed technologies since they provide an efficient and fast means of both voice …