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~ similar to 2604.03994v1· 20 results

cs.CRcs.AIRecentApr 7, 2026

From Incomplete Architecture to Quantified Risk: Multimodal LLM-Driven Security Assessment for Cyber-Physical Systems

Shaofei Huang, Christopher M. Poskitt, Lwin Khin Shar

The paper introduces ASTRAL, a multimodal LLM-driven framework that reconstructs and analyzes fragmented cyber-physical system architectures to enable comprehensive and quantitative security risk asse…

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cs.CRRecentMar 26, 2026

An Approach to Generate Attack Graphs with a Case Study on Siemens PCS7 Blueprint for Water Treatment Plants

Lucas Miranda, Carlos Banjar, Daniel Menasche, Anton Kocheturov +2 more

The paper proposes a semi-automated framework that integrates network topology and vulnerability data to generate and analyze multi-step attack graphs in Industrial Control Systems, demonstrated using…

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cs.CRcs.AIRecentJun 4, 2026

Explainable AI-Driven Cyber Risk Analytics and Model Reliability Assessment for Intelligent Governance of U.S. Critical Infrastructure: An XGBoost and SHAP-Based Intrusion Detection Framework

B. M. Taslimul Haque, Md. Arifur Rahman, Md. Serajul Kabir Chowdhury Rubel, Md. Iqbal Hossan

This paper proposes an Explainable AI (XAI)-driven framework using XGBoost and SHAP to enhance cyber risk analytics and model reliability for intelligent governance of U.S. critical infrastructure.

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cs.CRcs.CYRecentMar 23, 2026

Cybersecurity Guidance for Smart Homes: A Cross-National Review of Government Sources

Victor Jüttner, Erik Buchmann

This cross-national review analyzed government cybersecurity guidance for smart homes, finding that while general security advice is abundant, structured, step-by-step incident response guidance is ra…

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cs.CRcs.AIcs.CLRecentApr 3, 2026

An Independent Safety Evaluation of Kimi K2.5

Zheng-Xin Yong, Parv Mahajan, Andy Wang, Ida Caspary +11 more

The paper conducts a preliminary safety evaluation of the open-weight LLM Kimi K2.5, finding that while it is highly capable, it exhibits concerning dual-use risks, particularly regarding CBRNE misuse…

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cs.CRRecentApr 10, 2026

Hagenberg Risk Management Process (Part 3): Operationalization, Probabilities, and Causal Analysis

Eckehard Hermann, Harald Lampesberger

The paper introduces a comprehensive framework, Realtime Risk Studio, that operationalizes qualitative risk models (Bowtie diagrams) into formal, probabilistic, and intervention-ready runtime models u…

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cs.CReess.SYRecentApr 14, 2026

Threat Modeling and Attack Surface Analysis of IoT-Enabled Controlled Environment Agriculture Systems

Andrii Vakhnovskyi

This paper provides the first comprehensive threat model for IoT-enabled Controlled Environment Agriculture (CEA) systems, identifying 123 unique threats and proposing a defense-in-depth framework to…

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cs.CRcs.CYRecentMay 23, 2026

From Frontier to Shadow AI: A Simmering Threat to Assurance and Security in Critical Infrastructure

Mohan Baruwal Chhetri, Shahroz Tariq, Tooba Aamir, Marthie Grobler +2 more

The paper empirically characterizes 'shadow AI'—the unsanctioned use of frontier AI in critical infrastructure—as a systemic threat that erodes established assurance and security controls.

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cs.CRRecentMay 21, 2026

Human Vulnerability Assessment in Cybersecurity: A Systematic Literature Review of Methods, Models, and Instruments

Dimitra Papatsaroucha, Stavroula Psaroudaki, Eleftheria Vassilaki, Konstantina Pityanou +3 more

This systematic literature review analyzes existing methods, models, and instruments for assessing human vulnerability in cybersecurity, concluding that current approaches are fragmented and lack a dy…

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cs.CRRecentMay 5, 2026

Internet of Things Security: A Survey on Common Attacks

Dalton Cézane Gomes Valadares, Luiz Antonio Pereira Silva, Daniel Hindemburg de Miranda Marques, Álvaro Alvares de Carvalho César Sobrinho +4 more

This survey comprehensively analyzes the IoT threat landscape by detailing 28 common attacks and mapping them to foundational vulnerability classes, providing a structured roadmap for building secure…

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cs.CRRecentMar 31, 2026

Cybersecurity Risk Assessment for CubeSat Missions: Adapting Established Frameworks for Resource-Constrained Environments

Jonathan Shelby

The paper develops a novel, resource-aware cybersecurity risk assessment framework specifically tailored for power-limited CubeSat missions, demonstrating that adapting controls can significantly impr…

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cs.CRRecentJun 2, 2026

Operationalizing Cyber Attack Prediction: A Gap-Prioritized Framework with Dataset and Model Selection Guidelines

Aminu Muhammad Auwal

This paper proposes a gap-prioritization framework to bridge the gap between theoretical cyber attack prediction research and practical operational deployment by identifying critical implementation hu…

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cs.CRRecentMar 23, 2026

Semi-Automated Threat Modeling of Cloud-Based Systems Through Extracting Software Architecture from Configuration and Network Flow

Nicholas Pecka, Lotfi Ben Othmane, Bharat Bhargava, Renee Bryce

The paper proposes a novel semi-automated method to perform continuous threat modeling by inferring the actual system architecture from combined static configuration and dynamic network flow data, sig…

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cs.CRRecentMay 21, 2026

Market-Analysis-Driven Methodology for Assessing Charging Station Cybersecurity

Jakob Löw, Lukas Eder, Alexander Müller, Hans-Joachim Hof

The paper proposes a scalable, market-analysis-driven methodology to assess national charging station cybersecurity by extrapolating field test results from a manageable subset of stations to estimate…

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cs.CRRecentMay 15, 2026

STRIKE: A Structured Taxonomy of Cybercrime for Risk, Impact, Knowledge, and Evolution

Melissa Pappy, Linh Nguyen, Suman Kumar, Byungkwan Jung +1 more

The paper introduces STRIKE, a multi-dimensional structured taxonomy designed to provide a comprehensive and unified framework for classifying the rapidly evolving complexity of modern cybercrimes.

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cs.CRRecentApr 26, 2026

Safeguarding Skies: Airport Cybersecurity in the Digital Age

Suphannee Sivakorn, Nuttaya Rujiratanapat, Yotsapat Ruangpaisarn, Chanond Duangpayap +1 more

This paper systematically reviews airport cybersecurity threats, mapping them to the MITRE ATT&CK Matrix to provide actionable recommendations for modern defense models like Zero Trust.

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cs.CRRecentApr 24, 2026

Introducing the Cyber-Physical Data Flow Diagram to Improve Threat Modelling of Internet of Things Devices

Simon Liebl, Ian Ferguson, Andreas Aßmuth, Natalie Coull +1 more

The paper proposes the Cyber-Physical Data Flow Diagram (CPDFD), a novel modeling technique designed to improve threat identification and risk assessment for complex Internet of Things (IoT) devices.

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cs.CRRecentMay 6, 2026

Evaluating the Reliability of Multiple Large Language Models in Risk Assessment: A CIS Controls Based Approach

Gustavo Roberto Pinto, Arthur do Prado Labaki, Rodrigo Sanches Miani

The study compared the cybersecurity risk assessment capabilities of five popular large language models (LLMs) against human experts, finding that LLMs consistently underestimated risks and require ma…

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cs.CRRecentApr 4, 2026

Systematic Integration of Digital Twins and Constrained LLMs for Interpretable Cyber-Physical Anomaly Detection

Konstantinos E. Kampourakis, Vasileios Gkioulos, Sokratis Katsikas

The paper proposes a Digital Twin (DT)-driven hybrid system that combines deterministic heuristics and constrained Large Language Model (LLM) reasoning to achieve highly accurate and interpretable rea…

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cs.CRRecentMar 30, 2026

Policy-Driven Vulnerability Risk Quantification framework for Large-Scale Cloud Infrastructure Data Security

Wanru Shao

The paper proposes MVRAF, a data-driven framework that quantifies vulnerability risk in large-scale cloud infrastructure by integrating multiple attack attributes and analyzing cumulative risk distrib…

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