A distributed deep learning system for web attack detection on edge devices
With the development of Internet of Things (IoT) and cloud technologies, numerous IoT
devices and sensors transmit huge amounts of data to cloud data centers for further …
devices and sensors transmit huge amounts of data to cloud data centers for further …
Signature-based and machine-learning-based web application firewalls: a short survey
Abstract Web Application Firewalls (WAF) have evolved to protect web applications from
attack. A signature-based WAF responds to threats through the implementation of …
attack. A signature-based WAF responds to threats through the implementation of …
An anomaly detection method to detect web attacks using stacked auto-encoder
AM Vartouni, SS Kashi… - 2018 6th Iranian Joint …, 2018 - ieeexplore.ieee.org
Network borne attacks are currently major threats to information security. Enormous efforts
such as scanners, encryption devices, intrusion detection systems and firewalls have been …
such as scanners, encryption devices, intrusion detection systems and firewalls have been …
OCPAD: One class Naive Bayes classifier for payload based anomaly detection
M Swarnkar, N Hubballi - Expert Systems with Applications, 2016 - Elsevier
Application specific attack detection requires packet payload analysis. Current payload
analysis techniques suffer from failed detection as they use only the presence or absence of …
analysis techniques suffer from failed detection as they use only the presence or absence of …
Deep anomaly detection in packet payload
With the wide deployment of edge devices, a variety of emerging applications have been
deployed at the edge of network. To guarantee the safe and efficient operations of the edge …
deployed at the edge of network. To guarantee the safe and efficient operations of the edge …
Leveraging deep neural networks for anomaly‐based web application firewall
A Moradi Vartouni, M Teshnehlab… - IET Information …, 2019 - Wiley Online Library
Web applications are the most common platforms for the exchange of information and
services on the Internet. With the launch of web 2.0, information has flourished through …
services on the Internet. With the launch of web 2.0, information has flourished through …
Detecting attacks on web applications using autoencoder
Web attacks have become a real threat to the Internet. This paper proposes the use of
autoencoder to detect malicious pattern in the HTTP/HTTPS requests. The autoencoder is …
autoencoder to detect malicious pattern in the HTTP/HTTPS requests. The autoencoder is …
Novel Antibacterial Targets in Protein Biogenesis Pathways
Antibiotic resistance has emerged as a global threat due to the ability of bacteria to quickly
evolve in response to the selection pressure induced by anti‐infective drugs. Thus, there is …
evolve in response to the selection pressure induced by anti‐infective drugs. Thus, there is …
A compression-based method for detecting anomalies in textual data
G de la Torre-Abaitua, LF Lago-Fernández, D Arroyo - Entropy, 2021 - mdpi.com
Nowadays, information and communications technology systems are fundamental assets of
our social and economical model, and thus they should be properly protected against the …
our social and economical model, and thus they should be properly protected against the …
Attentional payload anomaly detector for web applications
ZQ Qin, XK Ma, YJ Wang - … 2018, Siem Reap, Cambodia, December 13-16 …, 2018 - Springer
Nowadays web applications influence people deeply and become popular targets of
attackers. The payload anomaly detection is an effective method to keep the security of web …
attackers. The payload anomaly detection is an effective method to keep the security of web …