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Learning low-level node embeddings using techniques from network representation learning is useful for solving downstream tasks such as node classification and link prediction. An important consideration in such applications is the…

机器学习 · 计算机科学 2021-02-16 Viresh Gupta , Tanmoy Chakraborty

The Internet of Things (IoT) has been growing rapidly in recent years. With the appearance of 5G, it is expected to become even more indispensable to people's lives. In accordance with the increase of Distributed Denial-of-Service (DDoS)…

网络与互联网体系结构 · 计算机科学 2020-10-30 Ryo Yaegashi , Daisuke Hisano , Yu Nakayama

In this work, we perform a longitudinal analysis of the BNB Smart Chain and Ethereum blockchain from their inception to March 2022. We study the ecosystem of the tokens and liquidity pools, highlighting analogies and differences between the…

计算机与社会 · 计算机科学 2024-09-04 Federico Cernera , Massimo La Morgia , Alessandro Mei , Francesco Sassi

With the rapid growth of MMORPG market, game bot detection has become an essential task for maintaining stable in-game ecosystem. To classify bots from normal users, detection methods are proposed in both game client and server-side. Among…

密码学与安全 · 计算机科学 2019-08-13 Kyung Ho Park , Eunjo Lee , Huy Kang Kim

Ethernet topology discovery has gained increasing interest in the recent years. This trend is motivated mostly by increasing number of carrier Ethernet networks as well as the size of these networks, and consequently the increasing sales of…

网络与互联网体系结构 · 计算机科学 2009-08-10 Abdulqader M. El-Sayed

As our reliance on social media platforms and web services increase day by day, exploiters view these platforms as an opportunity to manipulate our thoughts ad actions. These platforms have become an open playground for social bot accounts.…

The malaise of electronic spam mail that solicit illicit partnership using bogus business proposals (popularly called 419 mails) remained unabated on the internet despite concerted efforts. In addition to these are the emergence and…

密码学与安全 · 计算机科学 2010-01-13 O. B. Longe , V. Mbarika , M. Kourouma , F. Wada , R. Isabalija

As the prevalence of Internet-of-Things (IoT) devices becomes more and more dominant, so too do the associated management and security challenges. One such challenge is the exploitation of vulnerable devices for recruitment into botnets,…

网络与互联网体系结构 · 计算机科学 2023-05-04 Angelo Feraudo , Diana Andreea Popescu , Poonam Yadav , Richard Mortier , Paolo Bellavista

The distributed denial of service (DDoS) attack is detrimental to businesses and individuals as people are heavily relying on the Internet. Due to remarkable profits, crackers favor DDoS as cybersecurity weapons to attack a victim. Even…

密码学与安全 · 计算机科学 2021-07-06 Jianhua Li , Ximeng Liu , Jiong JIn , Shui Yu

Deep Neural Networks (DNNs) have become a powerful toolfor a wide range of problems. Yet recent work has found an increasing variety of adversarial samplesthat can fool them. Most existing detection mechanisms against adversarial…

机器学习 · 计算机科学 2019-11-22 Ilia Shumailov , Yiren Zhao , Robert Mullins , Ross Anderson

Cybersecurity is essential, and attacks are rapidly growing and getting more challenging to detect. The traditional Firewall and Intrusion Detection system, even though it is widely used and recommended but it fails to detect new attacks,…

密码学与安全 · 计算机科学 2021-09-17 Mustafa Sakhai , Maciej Wielgosz

Edge nodes are crucial for detection against multitudes of cyber attacks on Internet-of-Things endpoints and is set to become part of a multi-billion industry. The resource constraints in this novel network infrastructure tier constricts…

密码学与安全 · 计算机科学 2022-07-07 Praneet Singh , Jishnu Jaykumar , Akhil Pankaj , Reshmi Mitra

Strategies related to the blockchain concept of Extractable Value (MEV/BEV), such as arbitrage, front-, or back-running create strong economic incentives for network nodes to reduce latency. Modified nodes, that minimize transaction…

密码学与安全 · 计算机科学 2025-02-10 Taro Tsuchiya , Liyi Zhou , Kaihua Qin , Arthur Gervais , Nicolas Christin

Over the past twenty years, the number of devices connected to the Internet grew exponentially. Botnets benefited from this rise to increase their size and the magnitude of their attacks. However, they still have a weak point in their…

密码学与安全 · 计算机科学 2020-06-12 Federico Franzoni , Ivan Abellan , Vanesa Daza

A botnet is a network of compromised machines (bots), under the control of an attacker. Many of these machines are infected without their owners' knowledge, and botnets are the driving force behind several misuses and criminal activities on…

密码学与安全 · 计算机科学 2015-11-20 Genki Saito , Gianluca Stringhini

Cyber-attacks have been one of the deadliest attacks in today's world. One of them is DDoS (Distributed Denial of Services). It is a cyber-attack in which the attacker attacks and makes a network or a machine unavailable to its intended…

密码学与安全 · 计算机科学 2022-01-25 Aman Rangapur , Tarun Kanakam , Ajith Jubilson

This study presents a review of research on social media bot detection. Social media bots are used by political and criminal actors for mass distribution of political messages, as well as rumors, conspiracy theories, and other forms of…

社会与信息网络 · 计算机科学 2025-04-01 Blaž Rodič

A network intrusion usually involves a number of network locations. Data flow (including the data generated by intrusion behaviors) among these locations (usually represented by IP addresses) naturally forms a graph. Thus, graph neural…

密码学与安全 · 计算机科学 2023-10-27 Xiang Li , Jing Zhang , Yali Yuan , Cangqi Zhou

The new generation of botnets leverages Artificial Intelligent (AI) techniques to conceal the identity of botmasters and the attack intention to avoid detection. Unfortunately, there has not been an existing assessment tool capable of…

密码学与安全 · 计算机科学 2021-12-07 Hooman Alavizadeh , Julian Jang-Jaccard , Tansu Alpcan , Seyit A. Camtepe

Many security issues have come to the fore with the increasingly widespread adoption of Internet-of-Things (IoT) devices. The Mirai attack on Dyn DNS service, in which vulnerable IoT devices such as IP cameras, DVRs and routers were…

密码学与安全 · 计算机科学 2019-06-19 Ayush Kumar , Teng Joon Lim