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Related papers: Towards a maturity model for crypto-agility assess…

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Cryptographic agility is a key prerequisite for maintaining the long-term security of digital communication, particularly in light of the transition to post-quantum cryptography. To systematically assess this capability, Hohm et al.…

Cryptography and Security · Computer Science 2026-04-15 Leonie Wolf , Samson Umezulike , Gurur Öndarö , Sebastian Schinzel , Fabian Ising

The comprehension and adoption of Artificial Intelligence (AI) are beset with practical and ethical problems. This article presents a 5-level AI Capability Assessment Model (AI-CAM) and a related AI Capabilities Matrix (AI-CM) to assist…

Computers and Society · Computer Science 2023-05-26 Butler , Tom , Espinoza-Limón , Angelina , Seppälä , Selja

In today's rapidly evolving digital landscape, organisations face escalating cyber threats that can disrupt operations, compromise sensitive data, and inflict financial and reputational harm. A key reason for this lies in the organisations'…

Cryptography and Security · Computer Science 2025-04-08 Lasini Liyanage , Nalin Arachchilage , Giovanni Russello

Recent proliferation of powerful AI systems has created a strong need for capabilities that help users to calibrate trust in those systems. As AI systems grow in scale, information required to evaluate their trustworthiness becomes less…

Human-Computer Interaction · Computer Science 2025-11-20 Scott T Steinmetz , Asmeret Naugle , Paul Schutte , Matt Sweitzer , Alex Washburne , Lisa Linville , Daniel Krofcheck , Michal Kucer , Samuel Myren

Cryptographic agility is gaining attention due to its crucial role in maintaining cryptographic security in a rapidly evolving technological landscape. However, despite its increasing importance, the term cryptographic agility remains…

Cryptography and Security · Computer Science 2025-02-11 Christian Näther , Daniel Herzinger , Jan-Philipp Steghöfer , Stefan-Lukas Gazdag , Eduard Hirsch , Daniel Loebenberger

This study aims to information security in academic information systems to provide recommendations for improvements in information security management by the expected maturity level based on ISO/IEC 27002:2013. By using a qualitative…

Cryptography and Security · Computer Science 2022-04-25 Endang Kurniawan , Imam Riadi , Amin Irmawan , Arusani

Besides the development of PQC algorithms, the actual migration of IT systems to such new schemes has to be considered, best by utilizing or establishing crypto-agility. Much work in this respect is currently conducted all over the world,…

Cryptography and Security · Computer Science 2021-06-18 Alexander Wiesmaier , Nouri Alnahawi , Tobias Grasmeyer , Julian Geißler , Alexander Zeier , Pia Bauspieß , Andreas Heinemann

We introduce LATTICE, a benchmark for evaluating the decision support utility of crypto agents in realistic user-facing scenarios. Prior crypto agent benchmarks mainly focus on reasoning-based or outcome-based evaluation, but do not assess…

Cryptography and Security · Computer Science 2026-04-30 Aaron Chan , Tengfei Li , Tianyi Xiao , Angela Chen , Junyi Du , Xiang Ren

Academic literature on machine learning modeling fails to address how to make machine learning models work for enterprises. For example, existing machine learning processes cannot address how to define business use cases for an AI…

Machine Learning · Computer Science 2018-11-14 Rama Akkiraju , Vibha Sinha , Anbang Xu , Jalal Mahmud , Pritam Gundecha , Zhe Liu , Xiaotong Liu , John Schumacher

Stablecoins have turned out to be the "killer" use case of the growing digital asset space. However, risk management frameworks, including regulatory ones, have been largely absent. In this paper, we address the critical question of…

Risk Management · Quantitative Finance 2024-01-25 Marcel Bluhm , Adrian Cachinero Vasiljević , Sébastien Derivaux , Søren Terp Hørlück Jessen

Given the widespread use of cryptography in Enterprise IT, migration to post-quantum cryptography (PQC) is not drop-in replacement at all. Cryptographic agility, or crypto-agility, is a design feature that enables seamless updates to new…

Cryptography and Security · Computer Science 2024-09-04 Jihoon Cho , Changhoon Lee , Eunkyung Kim , Jieun Lee , Beumjin Cho

This early work aims to allow organizations to diagnose their capacity to properly adopt microservices through initial milestones of a Microservice Maturity Model (MiMMo). The objective is to prepare the way towards a general framework to…

Software Engineering · Computer Science 2021-06-01 Jean-Philippe Gouigoux , Dalila Tamzalit , Joost Noppen

In the rapidly evolving digital landscape, where organisations are increasingly vulnerable to cybersecurity threats, Cybersecurity Capability Maturity Models (CCMMs) emerge as pivotal tools in enhancing organisational cybersecurity posture.…

Cryptography and Security · Computer Science 2024-08-30 Lasini Liyanage , Nalin Asanka Gamagedara Arachchilage , Giovanni Russello

The rapid adoption of agentic AI in enterprise business operations--autonomous systems capable of planning, reasoning, and executing multi-step workflows--has created an urgent governance crisis. Organizations face uncontrolled agent…

Artificial Intelligence · Computer Science 2026-04-21 Vivek Acharya

AI coding tools are widely adopted, but most teams plateau at prompt-and-review without a framework for systematic progression. This paper presents the AI Codebase Maturity Model (ACMM), a 6-level framework describing how codebases evolve…

Software Engineering · Computer Science 2026-04-28 Andy Anderson

The study proposes a quote-driven predictive automated market maker (AMM) platform with on-chain custody and settlement functions, alongside off-chain predictive reinforcement learning capabilities to improve liquidity provision of…

Trading and Market Microstructure · Quantitative Finance 2023-01-27 Tristan Lim

This paper introduces CryptoBench, the first expert-curated, dynamic benchmark designed to rigorously evaluate the real-world capabilities of Large Language Model (LLM) agents in the uniquely demanding and fast-paced cryptocurrency domain.…

Agentic AI systems produce decision evidence at scale through execution telemetry, but property-level reconstruction often fails when an external party asks a specific governance question about a specific decision: the assembled evidence is…

Computers and Society · Computer Science 2026-05-07 Oleg Solozobov

As quantum computing matures toward the realization of Cryptographically Relevant Quantum Computers (CRQC), global cryptographic infrastructure faces an existential threat. This paper introduces a two-dimensional coordinate system to map…

Cryptography and Security · Computer Science 2026-04-23 Ashish Kundu , Ramana Kompella

AI agents have significant potential to reshape cybersecurity, making a thorough assessment of their capabilities critical. However, existing evaluations fall short, because they are based on small-scale benchmarks and only measure static…

Cryptography and Security · Computer Science 2026-03-25 Zhun Wang , Tianneng Shi , Jingxuan He , Matthew Cai , Jialin Zhang , Dawn Song
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