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In an increasingly interconnected world, cybersecurity professionals play a pivotal role in safeguarding organizations from cyber threats. To secure their cyberspace, organizations are forced to adopt a cybersecurity framework such as the…

The ethical consequences of, constraints upon and regulation of algorithms arguably represent the defining challenges of our age, asking us to reckon with the rise of computational technologies whose potential to radically transforming…

计算机与社会 · 计算机科学 2021-02-09 Elija Perrier

Cyber security has become an issue of national concern in the UK, USA and many other countries worldwide. Universities have reacted to this by launching numerous cyber security degree programmes. In this paper we explore the structure of…

计算机与社会 · 计算机科学 2022-12-14 Lallie Harjinder , Sinclair Jane , Joy Mike , Janicke Helge , Price Blaine , Howley Richard

Uganda's rapid digital transformation, supported by national strategies such as Vision 2040 and the Digital Transformation Roadmap, has expanded reliance on networked services while simultaneously increasing exposure to sophisticated cyber…

Clustered federated learning (CFL) is proposed to mitigate the performance deterioration stemming from data heterogeneity in federated learning (FL) by grouping similar clients for cluster-wise model training. However, current CFL methods…

机器学习 · 计算机科学 2024-04-01 Yuxin Zhang , Haoyu Chen , Zheng Lin , Zhe Chen , Jin Zhao

This paper presents a critical review of the challenges to the implementation of learning technologies with particular focus on developing countries. A comprehensive literature review on learning technologies was undertaken for the purpose…

计算机与社会 · 计算机科学 2020-06-02 Parvathy Panicker

The advent of Federated Learning (FL) as a distributed machine learning paradigm has introduced new cybersecurity challenges, notably adversarial attacks that threaten model integrity and participant privacy. This study proposes an…

密码学与安全 · 计算机科学 2024-03-18 Zahir Alsulaimawi

The holy grail of machine learning is to enable Continual Federated Learning (CFL) to enhance the efficiency, privacy, and scalability of AI systems while learning from streaming data. The primary challenge of a CFL system is to overcome…

机器学习 · 计算机科学 2025-11-11 Satish Kumar Keshri , Nazreen Shah , Ranjitha Prasad

Metrics and frameworks to quantifiably assess security measures have arisen from needs of three distinct research communities - statistical measures from the intrusion detection and prevention literature, evaluation of cyber exercises,…

密码学与安全 · 计算机科学 2019-10-28 Michael D. Iannacone , Robert A. Bridges

Computing technologies have become pervasive in daily life, sometimes bringing unintended but harmful consequences. For students to learn to think not only about what technology they could create, but also about what technology they should…

计算机与社会 · 计算机科学 2018-08-20 Barbara J. Grosz , David Gray Grant , Kate Vredenburgh , Jeff Behrends , Lily Hu , Alison Simmons , Jim Waldo

The development of Creativity, Communication, Critical Thinking, and Collaboration (the 4Cs) is a central objective of contemporary competency-based education. However, empirical evidence on how these competencies evolve across learning…

计算机与社会 · 计算机科学 2026-01-27 Margarida Romero

This study introduces a haptic shared control framework designed to teach human drivers advanced driving skills. In this context, shared control refers to a driving mode where the human driver collaborates with an autonomous driving system…

Federated computing (FC) enables collaborative computation such as machine learning, analytics, or data processing across distributed organizations keeping raw data local. Built on four architectural pillars, distributed data assets,…

密码学与安全 · 计算机科学 2026-03-19 Enzo Fenoglio , Philip Treleaven

Variations of the Flip-It game have been applied to model network cyber operations. While Flip-It can accurately express uncertainty and loss of control, it imposes no essential resource constraints for operations. Capture the flag (CTF)…

密码学与安全 · 计算机科学 2024-03-19 Jon Goohs , Georgel Savin , Lucas Starks , Josiah Dykstra , William Casey

Incorporating ethics into computing education has become a priority for the SIGCSE community. Many computing departments and educators have contributed to this endeavor by creating standalone computing ethics courses or integrating ethics…

计算机与社会 · 计算机科学 2023-01-30 Jessie J. Smith , Blakeley H. Payne , Shamika Klassen , Dylan Thomas Doyle , Casey Fiesler

Recent advances in Large Language Models (LLMs) have enabled agentic systems for complex, multi-step tasks; cybersecurity is emerging as a prominent application. To evaluate such agents, researchers widely adopt Capture The Flag (CTF)…

机器学习 · 计算机科学 2026-05-13 Dongjun Lee , Ga-eun Bae , Insu Yun

Although many Computer Science (CS) programs offer cybersecurity courses, they are typically optional and placed at the periphery of the program. We advocate to integrate cybersecurity as a crosscutting concept in CS curricula, which is…

密码学与安全 · 计算机科学 2024-01-17 Azqa Nadeem

The rise of End-Edge-Cloud Collaboration (EECC) offers a promising paradigm for Artificial Intelligence (AI) model training across end devices, edge servers, and cloud data centers, providing enhanced reliability and reduced latency.…

分布式、并行与集群计算 · 计算机科学 2025-01-03 Zhiyuan Wu , Sheng Sun , Yuwei Wang , Min Liu , Ke Xu , Quyang Pan , Bo Gao , Tian Wen

Effective learning support requires understanding not only what learners know but also how accurately they perceive their own understanding. This metacognitive dimension, known as knowledge monitoring, fundamentally influences…

机器学习 · 计算机科学 2026-05-26 Gen Li , Li Chen , Cheng Tang , Boxuan Ma , Yuncheng Jiang , Daisuke Deguchi , Takayoshi Yamashita , Atsushi Shimada

Over the last years, the number of cyber-attacks on industrial control systems has been steadily increasing. Among several factors, proper software development plays a vital role in keeping these systems secure. To achieve secure software,…

软件工程 · 计算机科学 2021-02-23 Tiago Espinha Gasiba , Ulrike Lechner , Maria Pinto-Albuquerque , Anmoal Porwal