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This paper studies the deployment of joint moving target defense (MTD) and deception against multi-stage cyberattacks. Given the system equipped with MTD that randomizes between different configurations, we investigate how to allocate a…

密码学与安全 · 计算机科学 2022-10-17 Lening Li , Haoxiang Ma , Shuo Han , Jie Fu

Internet of Things and its applications are becoming commonplace with more devices, but always at risk of network security. It is therefore crucial for an IoT network design to identify attackers accurately, quickly and promptly. Many…

密码学与安全 · 计算机科学 2020-12-01 Truong Thu Huong , Ta Phuong Bac , Dao M. Long , Bui D. Thang , Nguyen T. Binh , Tran D. Luong , Tran Kim Phuc

Wireless ad hoc networks have gained lots of attention due to their ease and low cost of deployment. This has made ad hoc networks of great importance in numerous military and civilian applications. But, the lack of centralized management…

密码学与安全 · 计算机科学 2014-10-09 Kennedy Edemacu , Martin Euku , Richard Ssekibuule

Offensive security-tests are a common way to pro-actively discover potential vulnerabilities. They are performed by specialists, often called penetration-testers or white-hat hackers. The chronic lack of available white-hat hackers prevents…

软件工程 · 计算机科学 2023-08-24 Andreas Happe , Jürgen Cito

Encrypted search schemes have been proposed to address growing privacy concerns. However, several leakage-abuse attacks have highlighted some security vulnerabilities. Recent attacks assumed an attacker's knowledge containing data…

密码学与安全 · 计算机科学 2025-09-30 Marc Damie , Jean-Benoist Leger , Florian Hahn , Andreas Peter

Network intrusion detection is the process of identifying malicious behaviors that target a network and its resources. Current systems implementing intrusion detection processes observe traffic at several data collecting points in the…

密码学与安全 · 计算机科学 2015-09-16 Michel Toulouse , Bui Quang Minh , Philip Curtis

Threat actors can be persistent, motivated and agile, and leverage a diversified and extensive set of tactics and techniques to attain their goals. In response to that, defenders establish threat intelligence programs to stay…

密码学与安全 · 计算机科学 2021-03-30 Vasileios Mavroeidis , Audun Jøsang

Recent studies have demonstrated the vulnerability of recommender systems to data privacy attacks. However, research on the threat to model privacy in recommender systems, such as model stealing attacks, is still in its infancy. Some…

密码学与安全 · 计算机科学 2023-12-27 Zhihao Zhu , Rui Fan , Chenwang Wu , Yi Yang , Defu Lian , Enhong Chen

We have witnessed the continuing arms race between backdoor attacks and the corresponding defense strategies on Deep Neural Networks (DNNs). Most state-of-the-art defenses rely on the statistical sanitization of the "inputs" or "latent DNN…

机器学习 · 计算机科学 2020-12-15 Hassan Ali , Surya Nepal , Salil S. Kanhere , Sanjay Jha

This paper explores the critical issue of enhancing cybersecurity measures for low-cost, Wi-Fi-based Unmanned Aerial Vehicles (UAVs) against Distributed Denial of Service (DDoS) attacks. In the current work, we have explored three variants…

In this work we investigate a new approach for detecting attacks which aim to degrade the network's Quality of Service (QoS). To this end, a new network-based intrusion detection system (NIDS) is proposed. Most contemporary NIDSs take a…

密码学与安全 · 计算机科学 2013-06-21 Eitan Menahem , Gabi Nakibly , Yuval Elovici

Existing distributed denial of service attack (DDoS) solutions cannot handle highly aggregated data rates; thus, they are unsuitable for Internet service provider (ISP) core networks. This article proposes a digital twin-enabled intelligent…

密码学与安全 · 计算机科学 2023-10-27 Yagmur Yigit , Bahadir Bal , Aytac Karameseoglu , Trung Q. Duong , Berk Canberk

Historically, enterprise network reconnaissance is an active process, often involving port scanning. However, as routers and switches become more complex, they also become more susceptible to compromise. From this vantage point, an attacker…

密码学与安全 · 计算机科学 2020-08-10 Iffat Anjum , Mu Zhu , Isaac Polinsky , William Enck , Michael K. Reiter , Munindar Singh

Hosting providers play a key role in fighting web compromise, but their ability to prevent abuse is constrained by the security practices of their own customers. {\em Shared} hosting, offers a unique perspective since customers operate…

Recommender system has attracted much attention during the past decade. Many attack detection algorithms have been developed for better recommendations, mostly focusing on shilling attacks, where an attack organizer produces a large number…

信息检索 · 计算机科学 2020-07-07 Ming Pang , Wei Gao , Min Tao , Zhi-Hua Zhou

Penetration testing is a well-established practical concept for the identification of potentially exploitable security weaknesses and an important component of a security audit. Providing a holistic security assessment for networks…

密码学与安全 · 计算机科学 2019-01-07 Patrick Speicher , Marcel Steinmetz , Jörg Hoffmann , Michael Backes , Robert Künnemann

APT, known as Advanced Persistent Threat, is a difficult challenge for cyber defence. These threats make many traditional defences ineffective as the vulnerabilities exploited by these threats are insiders who have access to and are within…

密码学与安全 · 计算机科学 2021-09-01 Mohammad Mamun , Kevin Shi

The next location recommendation is at the core of various location-based applications. Current state-of-the-art models have attempted to solve spatial sparsity with hierarchical gridding and model temporal relation with explicit time…

信息检索 · 计算机科学 2021-02-09 Yingtao Luo , Qiang Liu , Zhaocheng Liu

With the rapid development of the Internet of Things (IoT), the risks of data tampering and malicious information injection have intensified, making efficient threat detection in large-scale distributed sensor networks a pressing challenge.…

分布式、并行与集群计算 · 计算机科学 2026-05-12 Yuhan Suo , Runqi Chai , Kaiyuan Chen , Senchun Chai , Wannian Liang , Yuanqing Xia

Distributed backdoor attacks (DBA) have shown a higher attack success rate than centralized attacks in centralized federated learning (FL). However, it has not been investigated in the decentralized FL. In this paper, we experimentally…

机器学习 · 计算机科学 2025-07-08 Bohan Liu , Yang Xiao , Ruimeng Ye , Zinan Ling , Xiaolong Ma , Bo Hui
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