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Federated learning(FL) is a rapidly growing field and many centralized and decentralized FL frameworks have been proposed. However, it is of great challenge for current FL frameworks to improve communication performance and maintain the…

机器学习 · 计算机科学 2021-04-14 Yifan Hu , Yuhang Zhou , Jun Xiao , Chao Wu

Phishing webpages are continuously polluting the Web. Plenty of countermeasures have been proposed and the most advanced techniques leverage machine-learning methods that infer whether a webpage is benign or not by inspecting its visual…

密码学与安全 · 计算机科学 2026-05-04 Ying Yuan , Cristiano Alex Rado , Giovanni Apruzzese , Mauro Conti , Luigi Vincenzo Mancini

Breadth-first search (BFS) is known as a basic search strategy for learning graph properties. As the scales of graph databases have increased tremendously in recent years, large-scale graphs G are often disk-resident. Obtaining the BFS…

数据结构与算法 · 计算机科学 2025-07-18 Xiaolong Wan , Xixian Han

A lot of applications depend on reliable and stable Internet connectivity. These characteristics are crucial for mission-critical services such as telemedical applications. An important factor that can affect connection availability is the…

网络与互联网体系结构 · 计算机科学 2016-11-11 Adrian Gamperli , Vasileios Kotronis , Xenofontas Dimitropoulos

This paper presents a study of the Internet infrastructure in India from the point of view of censorship. First, we show that the current state of affairs---where each ISP implements its own content filters (nominally as per a governmental…

密码学与安全 · 计算机科学 2018-06-19 Devashish Gosain , Anshika Agarwal , Sahil Shekhawat , H. B. Acharya , S. Chakravarty

Bit Flip Attacks (BFAs) are a well-established class of adversarial attacks, originally developed for Convolutional Neural Networks within the computer vision domain. Most recently, these attacks have been extended to target Graph Neural…

机器学习 · 计算机科学 2025-04-21 Lorenz Kummer , Samir Moustafa , Wilfried Gansterer , Nils Kriege

We present practical poisoning and name-server block- ing attacks on standard DNS resolvers, by off-path, spoofing adversaries. Our attacks exploit large DNS responses that cause IP fragmentation; such long re- sponses are increasingly…

密码学与安全 · 计算机科学 2015-03-20 Amir Herzberg , Haya Shulman

Data breaches and cyberattacks represent a severe problem in higher education institutions and universities that can result in illegal access to sensitive information and data loss. To enhance the security of data transmission, Intrusion…

密码学与安全 · 计算机科学 2023-11-13 Marco Grossi , Fabrizio Alfonsi , Marco Prandini , Alessandro Gabrielli

We propose CFS, a distributed file system for large scale container platforms. CFS supports both sequential and random file accesses with optimized storage for both large files and small files, and adopts different replication protocols for…

分布式、并行与集群计算 · 计算机科学 2019-11-11 Haifeng Liu , Wei Ding , Yuan Chen , Weilong Guo , Shuoran Liu , Tianpeng Li , Mofei Zhang , Jianxing Zhao , Hongyin Zhu , Zhengyi Zhu

Amplification DDoS attacks inherently rely on IP spoofing to steer attack traffic to the victim. At the same time, IP spoofing undermines prosecution, as the originating attack infrastructure remains hidden. Researchers have therefore…

密码学与安全 · 计算机科学 2021-03-16 Johannes Krupp , Christian Rossow

The Semantic Web comprises enormous volumes of semi-structured data elements. For interoperability, these elements are represented by long strings. Such representations are not efficient for the purposes of Semantic Web applications that…

分布式、并行与集群计算 · 计算机科学 2014-03-12 Long Cheng , Avinash Malik , Spyros Kotoulas , Tomas E Ward , Georgios Theodoropoulos

Eliminating unnecessary exposure is a principle of server security. The huge IPv6 address space enhances security by making scanning infeasible, however, with recent advances of IPv6 scanning technologies, network scanning is again…

网络与互联网体系结构 · 计算机科学 2021-06-09 Shanshan Hao , Renjie Liu , Zhe Weng , Deliang Chang , Congxiao Bao , Xing Li

Inter-domain routing is a crucial part of the Internet designed for arbitrary policies, economical models, and topologies. This versatility translates into a substantially complex system that is hard to comprehend. Monitoring the…

网络与互联网体系结构 · 计算机科学 2017-11-09 Romain Fontugne , Anant Shah , Emile Aben

Computer applications seeking to persist files remotely across the Internet are faced with a bewildering choice of mechanisms which tend to boil down to monolithic proprietary closed-source Vendor solutions. We introduce The Mikado…

网络与互联网体系结构 · 计算机科学 2024-01-18 John D. Dougrez-Lewis

Signature-based and protocol-based intrusion detection systems (IDS) are employed as means to reveal content-based network attacks. Such systems have proven to be effective in identifying known intrusion attempts and exploits but they fail…

密码学与安全 · 计算机科学 2016-08-22 Fabrizio Angiulli , Luciano Argento , Angelo Furfaro

There is striking volume of World-Wide Web activity on IPv6 today. In early 2015, one large Content Distribution Network handles 50 billion IPv6 requests per day from hundreds of millions of IPv6 client addresses; billions of unique client…

网络与互联网体系结构 · 计算机科学 2015-10-02 David Plonka , Arthur Berger

In this paper, we shed new light on the DNS amplification ecosystem, by studying complementary data sources, bolstered by orthogonal methodologies. First, we introduce a passive attack detection method for the Internet core, i.e., at…

密码学与安全 · 计算机科学 2021-10-07 Marcin Nawrocki , Mattijs Jonker , Thomas C. Schmidt , Matthias Wählisch

Fault injection attacks are a potent threat against embedded implementations of neural network models. Several attack vectors have been proposed, such as misclassification, model extraction, and trojan/backdoor planting. Most of these…

密码学与安全 · 计算机科学 2024-06-04 Patrik Velčický , Jakub Breier , Mladen Kovačević , Xiaolu Hou

Tremendous and extraordinary growths in the field of internet, intranet, extranet and its users have developed an innovative era of great global competition and contention. Denial of service attack by multiple nodes is accomplished of…

密码学与安全 · 计算机科学 2013-04-29 Priyanka Negi , Anupama Mishra , B. B. Gupta

Caching popular contents is a promising way to offload the mobile data traffic in wireless networks, but so far the potential advantage of caching in improving physical layer security (PLS) is rarely considered. In this paper, we contribute…

信息论 · 计算机科学 2017-11-15 Wu Zhao , Zhiyong Chen , Kuikui Li , Bin Xia