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The sustainability of Security Operations Centers depends on their people, yet 71% of practitioners report burnout and 24% plan to exit cybersecurity entirely. Flow theory suggests that when job demands misalign with practitioner…

密码学与安全 · 计算机科学 2026-02-17 Kashyap Thimmaraju , Duc Anh Hoang , Souradip Nath , Jaron Mink , Gail-Joon Ahn

Security orchestration, automation, and response (SOAR) systems ingest alerts from security information and event management (SIEM) system, and then trigger relevant playbooks that automate and orchestrate the execution of a sequence of…

密码学与安全 · 计算机科学 2023-11-08 Ryuta Kremer , Prasanna N. Wudali , Satoru Momiyama , Toshinori Araki , Jun Furukawa , Yuval Elovici , Asaf Shabtai

Cyber risk assessment is a fundamental activity for enhancing the protection of an organization, identifying and evaluating the exposure to cyber threats. Currently, this activity is carried out mainly manually and the identification and…

密码学与安全 · 计算机科学 2022-07-08 Marco Angelini , Silvia Bonomi , Alessandro Palma

Side-channel attacks that leak sensitive information through a computing device's interaction with its physical environment have proven to be a severe threat to devices' security, particularly when adversaries have unfettered physical…

密码学与安全 · 计算机科学 2021-06-15 Ileana Buhan , Lejla Batina , Yuval Yarom , Patrick Schaumont

Cyber-physical systems, such as learning robots and other autonomous systems, employ high-integrity software in their safety-critical control. This software is developed using a range of tools some of which need to be qualified for this…

软件工程 · 计算机科学 2023-02-21 Mario Gleirscher , Robert Sachtleben , Jan Peleska

Background: Security tools play a vital role in enabling developers to build secure software. However, it can be quite challenging to introduce and fully leverage security tools without affecting the speed or frequency of deployments in the…

密码学与安全 · 计算机科学 2021-07-20 Roshan Namal Rajapakse , Mansooreh Zahedi , Muhammad Ali Babar

Data collection is an important part of many citizen science projects as well as other fields of research, particularly in life sciences. Mobile applications with form-based surveys are increasingly used to support this, due to the large…

计算机与社会 · 计算机科学 2019-02-01 Markus D. Steinberg

A Software Reference Architecture (SRA) is a useful tool for standardising existing architectures in a specific domain and facilitating concrete architecture design, development and evaluation by instantiating SRA and using SRA as a…

密码学与安全 · 计算机科学 2024-08-27 Muhammad Aufeef Chauhan , Muhammad Ali Babar , Fethi Rabhi

Searching for concealed threats within a surveillance region is an important role for military sensors. One prominent case is the search for a submarine by a helicopter deploying a dipping sonar in anti-submarine warfare. Another is the…

系统与控制 · 电气工程与系统科学 2023-12-14 Graham V. Weinberg

In this paper we introduce SAIBERSOC, a tool and methodology enabling security researchers and operators to evaluate the performance of deployed and operational Security Operation Centers (SOCs) (or any other security monitoring…

密码学与安全 · 计算机科学 2020-10-19 Martin Rosso , Michele Campobasso , Ganduulga Gankhuyag , Luca Allodi

An important role carried out by cyber-security experts is the assessment of proposed computer systems, during their design stage. This task is fraught with difficulties and uncertainty, making the knowledge provided by human experts…

人工智能 · 计算机科学 2016-08-31 Simon Miller , Christian Wagner , Uwe Aickelin , Jonathan M. Garibaldi

Security risk assessment methods have served us well over the last two decades. As the complexity, pervasiveness and automation of technology systems increases, particularly with the Internet of Things (IoT), there is a convincing argument…

密码学与安全 · 计算机科学 2018-06-29 Jason R. C. Nurse , Petar Radanliev , Sadie Creese , David De Roure

This article presents a structured framework for Human-AI collaboration in Security Operations Centers (SOCs), integrating AI autonomy, trust calibration, and Human-in-the-loop decision making. Existing frameworks in SOCs often focus…

人工智能 · 计算机科学 2025-06-03 Ahmad Mohsin , Helge Janicke , Ahmed Ibrahim , Iqbal H. Sarker , Seyit Camtepe

The importance of security metrics can hardly be overstated. Despite the attention that has been paid by the academia, government and industry in the past decades, this important problem stubbornly remains open. In this survey, we present a…

密码学与安全 · 计算机科学 2016-01-25 Marcus Pendleton , Richard Garcia-Lebron , Shouhuai Xu

Security Operations Centers (SOCs) face growing challenges in managing cybersecurity threats due to an overwhelming volume of alerts, a shortage of skilled analysts, and poorly integrated tools. Human-AI collaboration offers a promising…

密码学与安全 · 计算机科学 2025-05-13 Massimiliano Albanese , Xinming Ou , Kevin Lybarger , Daniel Lende , Dmitry Goldgof

Many Security Operations Centers (SOCs) today still heavily rely on signature-based Network Intrusion Detection Systems (NIDS) such as Suricata. The specificity of intrusion detection rules and the coverage provided by rulesets are common…

密码学与安全 · 计算机科学 2025-01-20 Koen T. W. Teuwen , Tom Mulders , Emmanuele Zambon , Luca Allodi

Short-range audio channels have a few distinguishing characteristics: ease of use, low deployment costs, and easy to tune frequencies, to cite a few. Moreover, thanks to their seamless adaptability to the security context, many techniques…

密码学与安全 · 计算机科学 2022-08-09 Maurantonio Caprolu , Savio Sciancalepore , Roberto Di Pietro

Modeling and simulation are widely used in cybersecurity research to assess cyber threats, evaluate defense mechanisms, and analyze vulnerabilities. However, the diversity of application areas, the variety of cyberattacks scenarios, and the…

密码学与安全 · 计算机科学 2025-08-11 Luca Serena , Gabriele D'Angelo , Stefano Ferretti , Moreno Marzolla

Robotic Mobile Fulfillment Systems (RMFS) rely on mobile robots for automated inventory transportation, coordinating order allocation and robot scheduling to enhance warehousing efficiency. However, optimizing RMFS is challenging due to…

人工智能 · 计算机科学 2026-05-06 Yibang Tang , Yifan Yang , Jingyuan Wang , Junhua Chen , Zhen Zhao

Security operation centers (SOCs) often produce analysis reports on security incidents, and large language models (LLMs) will likely be used for this task in the near future. We postulate that a better understanding of how veteran analysts…

密码学与安全 · 计算机科学 2026-04-09 Hiroyuki Okada , Tatsumi Oba , Naoto Yanai