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Self-supervised learning (SSL) has proven effective in solving various problems by generating internal supervisory signals. Unsupervised anomaly detection, which faces the high cost of obtaining true labels, is an area that can greatly…

机器学习 · 计算机科学 2023-07-14 Jaemin Yoo , Yue Zhao , Lingxiao Zhao , Leman Akoglu

This article puts forward the use of mutual information values to replicate the expertise of security professionals in selecting features for detecting web attacks. The goal is to enhance the effectiveness of web application firewalls…

密码学与安全 · 计算机科学 2024-07-29 Amanda Riverol , Gustavo Betarte , Rodrigo Martínez , Álvaro Pardo

5G mobile networks leverage Network Function Virtualization (NFV) to offer services in the form of network slices. Each network slice is a logically isolated fragment constructed by service chaining a set of Virtual Network Functions…

网络与互联网体系结构 · 计算机科学 2024-09-18 Pragya Sharma , Tolga Atalay , Hans-Andrew Gibbs , Dragoslav Stojadinovic , Angelos Stavrou , Haining Wang

An automatic speaker verification system aims to verify the speaker identity of a speech signal. However, a voice conversion system could manipulate a person's speech signal to make it sound like another speaker's voice and deceive the…

音频与语音处理 · 电气工程与系统科学 2022-11-02 Danwei Cai , Zexin Cai , Ming Li

Distributed Denial of Service (DDoS) is a common type of Cybercrime. It can strongly damage a company reputation and increase its costs. Attackers improve continuously their strategies. They doubled the amount of unleashed communication…

网络与互联网体系结构 · 计算机科学 2017-05-25 Michele Nogueira , Augusto Almeida Santos , José M. F. Moura

Current network security systems are a collection of various security components, which are directly installed in the operating system. These check the whole node for suspicious behaviour. Armouring intrusions e.g. have the ability to hide…

密码学与安全 · 计算机科学 2008-05-08 Michael Hilker , Christoph Schommer

The performance of control systems with packet loss as a result of an attack over the actuation communication channel is analysed. The operator is assumed to monitor the state of the channel by measuring the average number of packet losses…

系统与控制 · 电气工程与系统科学 2020-05-18 William Casbolt , Iñaki Esnaola , Bryn Jones

Security issues related to the cloud computing are relevant to various stakeholders for an informed cloud adoption decision. Apart from data breaches, the cyber security research community is revisiting the attack space for cloud-specific…

密码学与安全 · 计算机科学 2017-08-29 Gaurav Somani , Manoj Singh Gaur , Dheeraj Sanghi , Mauro Conti , Rajkumar Buyya

IP networks became the most dominant type of information networks nowadays. It provides a number of services and makes it easy for users to be connected. IP networks provide an efficient way with a large number of services compared to other…

密码学与安全 · 计算机科学 2017-10-25 Ahmed Fawzy Gad

The need for secure Internet of Things (IoT) devices is growing as IoT devices are becoming more integrated into vital networks. Many systems rely on these devices to remain available and provide reliable service. Denial of service attacks…

密码学与安全 · 计算机科学 2022-08-19 Jared Mathews , Prosenjit Chatterjee , Shankar Banik

Content Delivery Networks (CDNs) offer a protection layer for enhancing the security of websites. However, a significant security flaw named Absence of Domain Verification (DVA) has become emerging recently. Although this threat is…

密码学与安全 · 计算机科学 2024-09-04 Ziyu Lin , Zhiwei Lin , Run Guo , Jianjun Chen , Mingming Zhang , Ximeng Liu , Tianhao Yang , Zhuoran Cao , Robert H. Deng

Improperly configured domain name system (DNS) servers are sometimes used as packet reflectors as part of a DoS or DDoS attack. Detecting packets created as a result of this activity is logically possible by monitoring the DNS request and…

网络与互联网体系结构 · 计算机科学 2021-11-10 Keiichi Shima , Ryo Nakamura , Kazuya Okada , Tomohiro Ishihara , Daisuke Miyamoto , Yuji Sekiya

This paper details data science research in the area of Cyber Threat Intelligence applied to a specific type of Distributed Denial of Service (DDoS) attack. We study a DDoS technique prevalent in the Domain Name System (DNS) for which…

密码学与安全 · 计算机科学 2019-07-23 Renée Burton

Denial-of-Service (DoS) attacks are one of the most common and consequential cyber attacks in computer networks. While existing research offers a plethora of detection methods, the issue of achieving both scalability and high detection…

密码学与安全 · 计算机科学 2023-12-05 Omer Subasi , Joseph Manzano , Kevin Barker

In this paper, an improved secure address resolution protocol is presented where ARP spoofing attack is prevented. The proposed methodology is a centralised methodology for preventing ARP spoofing attack. In the proposed model there is a…

密码学与安全 · 计算机科学 2014-06-12 Abhishek Samvedi , Sparsh Owlak , Vijay Kumar Chaurasia

This paper presents a mitigation scheme to cope with the random query string Denial of Service (DoS) attack, which is based on a vulnerability of current Content Delivery Networks (CDNs). The attack exploits the fact that edge servers…

密码学与安全 · 计算机科学 2012-02-24 Stefano Ferretti , Vittorio Ghini

Reactive routing protocols like Ad Hoc On-Demand Distance Vector Routing (AODV) and Dynamic Source Routing (DSR)in Ad-Hoc Wireless Networks which are used in Mobile and Ad Hoc Networks (MANETs) work by flooding the network with control…

密码学与安全 · 计算机科学 2010-05-04 Jayesh Kataria , P. S. Dhekne , Sugata Sanyal

In this paper, we propose a solution to proactively mitigate Distributed Denial-of-Service attacks in 5G core network slicing using slice isolation. Network slicing is one of the key technologies that allow 5G networks to offer dedicated…

网络与互联网体系结构 · 计算机科学 2019-04-29 Danish Sattar , Ashraf Matrawy

DNS Security Extensions (DNSSEC) provide the most effective way to fight DNS cache poisoning attacks. Yet, very few DNS resolvers perform DNSSEC validation. Identifying such systems is non-trivial and the existing methods are not suitable…

密码学与安全 · 计算机科学 2024-06-06 Yevheniya Nosyk , Maciej Korczyński , Andrzej Duda

Distributed Denial-of-Service (DDoS) attacks are usually launched through the $botnet$, an "army" of compromised nodes hidden in the network. Inferential tools for DDoS mitigation should accordingly enable an early and reliable…

信息论 · 计算机科学 2016-09-12 Vincenzo Matta , Mario Di Mauro , Maurizio Longo