A deep learning approach to detection and mitigation of distributed denial of service attacks in high availability intelligent transport systems

N Mahajan, A Chauhan, H Kumar, S Kaushal… - Mobile Networks and …, 2022 - Springer
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 …

A Bayesian change point model for detecting SIP-based DDoS attacks

B Kurt, Ç Yıldız, TY Ceritli, B Sankur, AT Cemgil - Digital Signal Processing, 2018 - Elsevier
Abstract Session Initiation Protocol (SIP), as one the most common signaling mechanism for
Voice Over Internet Protocol (VoIP) applications, is a popular target for the flooding-based …

Countering ddos attacks in sip based voip networks using recurrent neural networks

W Nazih, Y Hifny, WS Elkilani, H Dhahri, T Abdelkader - Sensors, 2020 - mdpi.com
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 …

Survey of countering DoS/DDoS attacks on SIP based VoIP networks

W Nazih, WS Elkilani, H Dhahri, T Abdelkader - Electronics, 2020 - mdpi.com
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 …

Efficient detection of attacks in SIP based VoIP networks using linear L1-SVM classifier

W Nazih, Y Hifny, W Elkilani, T Abdelkader… - International Journal of …, 2019 - univagora.ro
Abstract The Session Initiation Protocol (SIP) is one of the most common protocols that are
used for signaling function in Voice over IP (VoIP) networks. The SIP protocol is very popular …

Feature importance in android malware detection

V Kouliaridis, G Kambourakis… - 2020 IEEE 19th …, 2020 - ieeexplore.ieee.org
The topic of mobile malware detection on the Android platform has attracted significant
attention over the last several years. However, while much research has been conducted …

Detecting anomalous behavior in VoIP systems: A discrete event system modeling

D Golait, N Hubballi - IEEE Transactions on Information …, 2016 - ieeexplore.ieee.org
Session initiation protocol (SIP) is an application layer protocol used for signaling purposes
to manage voice over IP connections. SIP being a text-based protocol is vulnerable to a …

The devil is in the detail: SDP-driven malformed message attacks and mitigation in SIP ecosystems

Z Tsiatsikas, G Kambourakis, D Geneiatakis… - IEEE …, 2018 - ieeexplore.ieee.org
VoIP services, in general, and session initiation protocol (SIP) ones, in particular, continue to
grow at a fast pace and have already become a key component of next-generation networks …

Voipfd: Voice over ip flooding detection

D Golait, N Hubballi - 2016 Twenty second national conference …, 2016 - ieeexplore.ieee.org
Session Initiation Protocol (SIP) is a popularly used signaling protocol to manage
connections between different user agents of a Voice over IP (VoIP) communication. SIP …

Accurate and reliable detection of DDoS attacks based on ARIMA-SWGARCH model

RKV, P Premchand - International Journal of Information …, 2021 - inderscienceonline.com
DDoS attack detection is the process of finding the attacks happening on a network that
causes continues packet drops or losses. Accurate detection of DDoS is the most complex …