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Model-driven security (MDS) means applying model-driven approaches (and especially the concepts behind model-driven software development) to security
Model-driven_security
Software design approach
specifications, which are expressed as models. Model Driven Architecture is a kind of domain engineering, and supports model-driven engineering of software systems
Model-driven_architecture
Topics referred to by the same term
between systems and enterprises by using model-driven development Model-driven security, modeling of high-level security requirements that can be used to automatically
Model-driven
Software development process
Domain-driven design (DDD) is a software design approach that focuses on modeling software to match a domain according to input from that domain's experts
Domain-driven_design
Information security company
ObjectSecurity is an information technology company focusing on information security (model-driven security, fine-grained access control, middleware security)
ObjectSecurity
Systems security model
trust security model that eliminated the need for a privileged VPN. Throughout the 2010s, zero trust architectures became more prevalent, driven in part
Zero_trust_architecture
Extensible Access Control Markup Language
authorization. Mandatory access control Discretionary access control PERMIS Model-driven security Authorization Best, Karl (16 April 2001). "OASIS TC call for participation:
XACML
Protecting information by mitigating risk
encryption software, legal liability, security awareness and training, and so forth. This standardization may be further driven by a wide variety of laws and
Information_security
Enterprise security architecture
(Sherwood Applied Business Security Architecture) is a model and methodology for developing a risk-driven enterprise information security architecture and service
Sherwood Applied Business Security Architecture
Sherwood_Applied_Business_Security_Architecture
Type of machine learning model
influential since 2023. Per Vake et al. (2025), community-driven contributions to open-weight models improve their efficiency and performance via collaborative
Large_language_model
Method of writing code
Test-driven development (TDD) is a way of writing code that involves writing an automated unit-level test case that fails, then writing just enough code
Test-driven_development
Approach to restricting system access to authorized users
In computer systems security, role-based access control (RBAC) or role-based security is an approach to restricting system access to authorized users
Role-based_access_control
Trading with a financial firm's own capital
seeks trading profit from the firm's own views, models, or arbitrage strategies. Banks and securities dealers have long taken positions for their own
Proprietary_trading
Systems and policies to maintain websites
content strategy, user experience, information architecture, analytics, security, archiving, accessibility, legal issues such as copyright, trademark, and
Website_governance
Car used by the UK Prime Minister
purchase armoured Audi A8L models for use by ministers, on the basis that no UK manufacturer could meet revised security specifications. Prime Minister
Prime_Ministerial_Car
Process level improvement training and appraisal program
CMMI Roadmaps, which are a goal-driven approach to selecting and deploying relevant process areas from the CMMI-DEV model, can provide guidance and focus
Capability Maturity Model Integration
Capability_Maturity_Model_Integration
Global institutional alternative investment management firm
capital in 1987 and was registered as an investment adviser with the U.S. Securities and Exchange Commission in 1990. Michael J. Leffell joined in 1988 and
Davidson Kempner Capital Management
Davidson_Kempner_Capital_Management
Large language model developed by Google
Gemini is a family of multimodal large language models (LLMs) developed by Google DeepMind, and the successor to LaMDA and PaLM 2. Comprising Gemini Pro
Gemini_(language_model)
AI-dependent computer programming
code. There was a small increase in security from the OpenAI reasoning models, but not in other reasoning models, and this increase was nothing like the
Vibe_coding
Process of carrying out a cyberattack
setting to information security, using it as a method for modeling intrusions on a computer network. The cyber kill chain model has seen some adoption
Cyber_kill_chain
Graphic of a systems development lifecycle
management models. The V-model falls into three broad categories, the German V-Modell, a general testing model, and the US government standard. The V-model summarizes
V-model
American technology company
Developer-first observability Runecast (2024): AI-powered security and compliance solutions Metis (2025): AI-driven database observability DevCycle (2026): Feature
Dynatrace
Systems architecture modeling method
software architecture engineering method based on architecture-centric and model-driven engineering activities. In the development cycle of a system, former
Arcadia_(engineering)
American hedge fund firm
Klarman explained in a speech to MIT students that investment research driven by emotion is risky and can lead to a bad investment. From its founding
The_Baupost_Group
Integration of software development and operations
DevOps to allow for security practices to be integrated into the DevOps approach. Contrary to a traditional centralized security team model, each delivery
DevOps
Measures taken to improve the security of an application
and design can be reviewed for security problems. A common technique in this phase is the creation of a threat model. White-box testing, or code review
Application_security
Umbrella term for certain approaches to software development
and being sympathetic to the need for an alternative to documentation-driven, heavyweight software development processes. Many software development practices
Agile_software_development
Model for disclosing computer security vulnerabilities
computer security, coordinated vulnerability disclosure (CVD), sometimes known as responsible disclosure, is a vulnerability disclosure model in which
Coordinated vulnerability disclosure
Coordinated_vulnerability_disclosure
Degree of resistance to, or protection from, harm
provide security (security company, security police, security forces, security service, security agency, security guard, cyber security systems, security cameras
Security
Field of study to extract knowledge from data
paradigm" of science (empirical, theoretical, computational, and now data-driven) and asserted that "everything about science is changing because of the
Data_science
Organized collection of data in computing
practical considerations, including data modeling, efficient data representation and storage, query languages, security and privacy of sensitive data, and distributed
Database
Chinese artificial intelligence company
deep learning model on 21 October 2016; before then, it had used CPU-based linear models. By the end of 2017, most of its trading was driven by AI. Liang
DeepSeek
Instructions a computer can execute
iterative models. Software development is driven by requirements taken from prospective users, as opposed to maintenance, which is driven by events such
Software
Category of cloud computing
SaaS delivery model. Agile software development is commonly used to support this release schedule. Many SaaS developers use test-driven development, or
Software_as_a_service
American multinational technology company
networking, cyber security and AI. Cisco specializes in specific tech markets, such as the Internet of things (IoT), domain security, videoconferencing
Cisco
Investigative interviewing procedure
popularized Reid technique, which has traditionally focused on a confession-driven interrogation style. The confrontational technique leads interrogators to
PEACE_method_of_interrogation
General-purpose modeling language
decision by the International Council on Systems Engineering (INCOSE) Model Driven Systems Design workgroup to customize the UML for systems engineering
Systems_modeling_language
American electric vehicle and clean energy company
first car model, the Roadster sports car, in 2008; the Model S sedan in 2012; the Model X SUV in 2015; the Model 3 sedan in 2017; the Model Y crossover
Tesla,_Inc.
Network security technology
of SASE security services that can be implemented together with network services, like SD-WAN, to provide a complete solution. SASE is driven by the rise
Secure_access_service_edge
Field of computer security
assurance and security. Cybersecurity professionals now rely on logging data to perform real-time security functions, driven by governance models that incorporate
Security information and event management
Security_information_and_event_management
United Nations members responsible for drafting
The United Nations Security Council (UNSC or UN Security Council) is one of the six principal organs of the United Nations, and it acts as the Executive
United Nations Security Council
United_Nations_Security_Council
Open-source artificial intelligence agent framework
enterprise tools for automating business workflows with large language model-based agents. CrewAI was first released on the Python Package Index in December
CrewAI
overview of the various iPad models that are or have been marketed by Apple. iPadOS version history List of iPhone models The duration of software support
List_of_iPad_models
Reinforcement learning method
In reinforcement learning, error-driven learning is a method for adjusting a model's (intelligent agent's) parameters based on the difference between
Error-driven_learning
Interagency law-enforcement task forces in the United States
Homeland Security Task Forces (HSTFs) are interagency law-enforcement task forces in the United States established in 2025 to investigate and disrupt transnational
Homeland_Security_Task_Forces
AI that generates content
that uses generative models to generate text, images, videos, audio, software code (vibe coding) or other forms of data. These models learn the underlying
Generative_AI
Chatbot developed by Google
assistant developed by Google. It is powered by the family of large language models (LLMs) of the same name, after previously being based on LaMDA and PaLM
Google_Gemini
Data center management method
PowerShell DSC. New vendors are emerging that are not content-driven, but model-driven with the intelligence in the product to deliver content. These
Infrastructure_as_code
Engineering applied to artificial intelligence
These models are essential for applications in dynamic environments, such as autonomous vehicles, where real-time decision-making is critical. Security is
Artificial intelligence engineering
Artificial_intelligence_engineering
Autonomous artificial intelligence agent
perform multi-step tasks. Their control flow is frequently driven by large language models (LLMs). Agent systems may also include memory components, planning
AI_agent
Sources of water that are potentially useful for humans
ecosystems". Some scholars say that IWRM is complementary to water security because water security is a goal or destination, whilst IWRM is the process necessary
Water_resources
Software development method and a highly abstract software language
"Executable UML: A Foundation for Model-Driven Architecture". The language "combines a subset of the UML (Unified Modeling Language) graphical notation with
Executable_UML
Chinese robotics company
2024, the company began producing humanoid robots, with the most recent model debuting at US$16,000. In 2013, Wang Xingxing developed quadrupeds during
Unitree_Robotics
Goal of water management to harness water-related opportunities and manage risks
The aim of water security is to maximize the benefits of water for humans and ecosystems. The second aim is to limit the risks of destructive impacts of
Water_security
Modelling software development in sequential phases
The waterfall model is the process of performing the typical software development life cycle (SDLC) phases in sequential order. Each phase is completed
Waterfall_model
American artificial intelligence company
national security applications. OpenAI announced a new program, OpenAI for Government, to give federal, state, and local governments access to its models, including
OpenAI
Architectural style for client-server applications
architecture to promote caching to reduce user-perceived latency, enforce security, and encapsulate legacy systems. REST has been employed throughout the
REST
Analysis of computer programs without executing them
the application security industry the name static application security testing (SAST) is also used. SAST is an important part of Security Development Lifecycles
Static_program_analysis
Branch of computer security
Internet security is a branch of computer security focused on the Internet. It includes browser security, web application security, and network security as
Internet_security
Potential negative action or event facilitated by a vulnerability
previously rated the risk of security threats using five categories in a classification called DREAD: Risk assessment model. The spread over a network of
Threat_(computer_security)
Country that uses electricity as its primary energy source
domestic electrification, effectively replacing the "petrostate" model with an electron-driven geopolitical, financial, and industrial economy. Other nations
Electrostate
American information technology company
operational model across wired and wireless networks through centralized management and policy enforcement. Network Security Arista's security portfolio
Arista_Networks
Access control paradigm
control (RSBAC) Capability-based security Risk-based authentication Classified information Federated identity Identity driven networking Identity management
Attribute-based access control
Attribute-based_access_control
Global hedge fund
The firm focuses on three event-driven investing strategies: merger and acquisition transactions, distressed securities and restructuring opportunities
York_Capital_Management
Internet-like structure connecting everyday physical objects
the Spectral and Spatial Barcoding Channel Models". IEEE Transactions on Information Forensics and Security. 15: 1056–1071. Bibcode:2020ITIF...15.1056C
Internet_of_things
Chatbot developed by Microsoft
division of Microsoft. Based on the Microsoft Prometheus large language model, it was launched in 2023 as Microsoft's main replacement for the discontinued
Microsoft_Copilot
2024 mobile operating system
iPhone models to address the security threat. Apple would later do the same for iOS 18.7.8. See Apple's official release notes and official security update
IOS_18
Semiconductor memory supply crisis
Kask, Kristian (December 2, 2025). "AI-driven RAM shortage hits Raspberry Pi: Price hikes and a new budget model". PCWorld. Retrieved May 23, 2026. Hollister
2024–present global memory supply shortage
2024–present_global_memory_supply_shortage
way to assess security controls level of enforcement and effectiveness (+ benchmarking) ISI Event Model (ISI-002): A comprehensive security event classification
Information security indicators
Information_security_indicators
Livestream video performer
webcam model (colloquially, camgirl, camboy, or cammodel) is a video performer who streams on the Internet with a live webcam broadcast. A webcam model often
Webcam_model
Physical computing device
identity, e.g. in contexts such as blockchain-driven mobility solutions. Automotive hardware security modules (HSMs) are embedded cryptographic coprocessors
Hardware_security_module
Machine learning engine service
scaling ML models and generative AI applications. The platform integrates tools for the full ML lifecycle, including data preparation, model training,
Gemini Enterprise Agent Platform
Gemini_Enterprise_Agent_Platform
Muscle car
Camaro. In November 2021, Stellantis announced that 2023 model year would be the final model year for both the LD Dodge Charger and LA Dodge Challenger
Dodge_Challenger_(2008)
Controversies about what constitutes responsible software testing
what constitutes responsible software testing. Proponents of a context-driven approach consider much of the writing about software testing to be doctrine
Software testing controversies
Software_testing_controversies
Disciplines into which the field of engineering is conventionally divided
Category:Engineering disciplines Engineering techniques: Computer-aided engineering Model-driven engineering Concurrent engineering Engineering analysis Engineering design
List_of_engineering_branches
2008 American film
Role Models is a 2008 American comedy film directed by David Wain, who co-wrote it with Timothy Dowling, Paul Rudd and Ken Marino. The film stars Rudd
Role_Models
Proactive cyber defense activity
In information security, threat hunting is the process of proactively searching for threats against computer systems in order to protect them. This is
Threat_hunting
Investments other than stocks, bonds and cash
financial assets such as real estate, commodities, private equity, distressed securities, hedge funds, exchange funds, carbon credits, venture capital, film production
Alternative_investment
AI software development optimisation
intelligence (AI) to augment software development. It uses large language models (LLMs), AI agents and other AI technologies to assist software developers
AI-assisted software development
AI-assisted_software_development
Firearm with a cylinder holding cartridges
after each shot. The hammer cocking in nearly all revolvers is manually driven and can be cocked either by the user using the thumb to directly pull back
Revolver
Methodology in software development
(SBE), behavior-driven development (BDD), example-driven development (EDD), and support-driven development also called story test–driven development (SDD)
Acceptance test-driven development
Acceptance_test-driven_development
Systems to give users appropriate access
it is not a pure model. Contrast this situation with properties that might be externally used for purposes of information security such as managing access
Identity and access management
Identity_and_access_management
Software development methodology
may opt for more permissive permissions while implementing compensating security controls to minimize the blast radius. Continuous integration (CI) Continuous
CI/CD
American biotechnology company
proceeds. Underwriters included J.P. Morgan, Morgan Stanley, Bank of America Securities, and Cowen. Seer launched the Proteograph Product Suite in January 2021
Seer,_Inc.
Online tool for synthesizing documents
on Gemini 3.5 models. NotebookLM was first introduced in May 2023 under the experimental name Project Tailwind, presented as an AI-driven notebook capable
NotebookLM
Attack on a computer system
Vulnerability Model (VM) identifies attack patterns, threats, and valuable assets, which can be physical or intangible. It addresses security concerns like
Cyberattack
and crisis response: The meta-leadership model and method". In D. Kamien (Ed), The McGraw-Hill Homeland Security Handbook. New York: McGraw-Hill. Marcus
Meta-leadership
Global nonprofit technology consortium
Arne; Leps, Olof (2022). Model-Driven Development of Akoma Ntoso Application Profiles - A Conceptual Framework for Model-Based Generation of XML Subschemas
OASIS_Open
American multinational technology company
2024, Trend Micro announced a partnership with Nvidia to develop AI-driven security tools, notably to protect the data centers where AI workloads are processed
Nvidia
American online newsletter platform
company has faced criticism for its content moderation policies, as well as security breaches involving user data. Substack was founded in 2017 by Chris Best
Substack
U.S. government efficiency initiative
of planned spending. Former Republican budget experts said the cuts were driven by political ideology more than frugality. Critics said DOGE and Trump administration
Department of Government Efficiency
Department_of_Government_Efficiency
Motivation for businesses to maximize profits
Option (call exotic put) Performance bonds Repurchase agreement Stock Security Syndicated loan Synthetic CDO Corporate General Accounting Audit Capital
Profit_motive
High level structures of a software system
4+1 architectural view model). Quality-driven: classic software design approaches (e.g. Jackson Structured Programming) were driven by required functionality
Software_architecture
Form of automated electronic commerce
transaction patterns may also require new approaches to security and risk assessment. Traditional fraud models centered on identity verification may be insufficient
Agentic_commerce
Annual traveling model UN conference
The Harvard World Model United Nations (WorldMUN) is an annual traveling model United Nations conference that is run by the Harvard International Relations
Harvard World Model United Nations
Harvard_World_Model_United_Nations
Security of supply chain from trojans, tampering, privacy, theft and terrorism
with the security requirements driven by threats such as terrorism, piracy, and theft. A healthy and robust supply chain absent from security threats requires
Supply_chain_security
5th National Security Advisor of India (born 1945)
on 1 December 2008. Doval, Ajit (20 December 2008). "'We need a US-model security info network'" (Interview). Interviewed by The New Indian Express. Archived
Ajit_Doval
attainable security from the alliance, while minimising their obligations to the alliance. Based on these propositions, the theoretical model explains why
Quasi-alliance
Motor vehicle
Frankfurt International Motor Show. The production model was named BMW X5 xDrive40e. The BMW Concept X5 Security Plus is an armoured version of BMW X5 xDrive50i
BMW_X5_(F15)
Form of modelling that uses statistics to predict outcomes
discover repeatable patterns. Predictive modelling gives lead generators a head start by forecasting data-driven outcomes for each potential campaign. This
Predictive_modelling
MODEL DRIVEN-SECURITY
MODEL DRIVEN-SECURITY
Boy/Male
Arabic, Muslim
Model; Example
Boy/Male
Hindu, Indian
Sacred River
Boy/Male
Muslim
Model, Example
Boy/Male
Latin
Swarthy.
Surname or Lastname
English
English : occupational name for a driver of horses or oxen attached to a cart or plow, or of loose cattle, from a Middle English agent derivative of Old English drīfan ‘to drive’.
Boy/Male
Hindu
It is derived from Dhruv meaning constant or polestar
Boy/Male
Muslim
Sample, Model, Paragon
Female
Yiddish
(×”Ö¸×דֶעל) Pet form of Yiddish Hode, HODEL means "myrtle tree."
Girl/Female
Arabic, Muslim
Example; Model; Demo
Boy/Male
Australian, French
Famous Ruler
Male
French
French name derived from Latin Adrianus, ADRIEN means "from Hadria."
Boy/Male
Egyptian
To model.
Surname or Lastname
English
English : from an Old German personal name, Godilo, Godila.German (Gödel) : from a pet form of a compound personal name beginning with the element gÅd ‘good’ or god, got ‘god’.Variant of Godl or Gödl, South German variants of Gote, from Middle High German got(t)e, gö(t)te ‘godfather’.Jewish (Ashkenazic) : from the Yiddish male personal name Godl, a pet form of God, a variant of biblical Gad.
Girl/Female
Hindu, Indian, Traditional
Model; Idea
Girl/Female
British, English, German, Russian
Supper
Male
Yiddish
Pet form of Yiddish Mordche, MOTEL means "devotee of Marduk."Â
Girl/Female
Hebrew
From the tower.
Boy/Male
Gujarati, Hindu, Indian, Kannada, Marathi
Enjoyment
Male
English
English name possibly derived from the Old English word drǽfend, DRAVEN means "hunter."Â
Boy/Male
Arabic, Muslim
Sample; Model; Paragon
MODEL DRIVEN-SECURITY
MODEL DRIVEN-SECURITY
Girl/Female
Hindu, Indian, Marathi
Cheerfully
Boy/Male
Tamil
Yeshmit | யேஷà¯à®®à®¿à®¤
Brightness
Boy/Male
Indian
Intelligent, Courteous
Girl/Female
Muslim
To be beautiful
Girl/Female
American, British, English, Greek
Pure; Keeper of the Keys
Girl/Female
Arabic, Muslim
Counsellor; Adviser
Boy/Male
American, Australian, British, English, Teutonic
Wolf's Shield; Variants of Randolph; Surname
Boy/Male
English French
Servant of the priory.
Boy/Male
Australian, Portuguese
Superior; Doctrine; Teaching
Biblical
God opening
MODEL DRIVEN-SECURITY
MODEL DRIVEN-SECURITY
MODEL DRIVEN-SECURITY
MODEL DRIVEN-SECURITY
MODEL DRIVEN-SECURITY
p. pr. & vb. n.
of Drive
a.
Of or pertaining to a mode or mood; consisting in mode or form only; relating to form; having the form without the essence or reality.
n.
The scale as affected by the various positions in it of the minor intervals; as, the Dorian mode, the Ionic mode, etc., of ancient Greek music.
n.
Anything which serves, or may serve, as an example for imitation; as, a government formed on the model of the American constitution; a model of eloquence, virtue, or behavior.
n.
Manner of doing or being; method; form; fashion; custom; way; style; as, the mode of speaking; the mode of dressing.
p. p.
of Drive. Also adj.
p. p.
Driven.
n.
Prevailing popular custom; fashion, especially in the phrase the mode.
a.
Suitable to be taken as a model or pattern; as, a model house; a model husband.
v. t.
To impel or urge onward by force in a direction away from one, or along before one; to push forward; to compel to move on; to communicate motion to; as, to drive cattle; to drive a nail; smoke drives persons from a room.
n.
Something intended to serve, or that may serve, as a pattern of something to be made; a material representation or embodiment of an ideal; sometimes, a drawing; a plan; as, the clay model of a sculpture; the inventor's model of a machine.
p. p.
of Drive
n.
A collection of objects that are driven; a mass of logs to be floated down a river.
v. i.
To make a copy or a pattern; to design or imitate forms; as, to model in wax.
n.
A collection of cattle driven, or cattle collected for driving; a number of animals, as oxen, sheep, or swine, driven in a body.
n.
A boat driven by the tide.
a.
Indicating, or pertaining to, some mode of conceiving existence, or of expressing thought.
p. p.
of Drive.
v. t.
To plan or form after a pattern; to form in model; to form a model or pattern for; to shape; to mold; to fashion; as, to model a house or a government; to model an edifice according to the plan delineated.
a.
Driven to the end, as a nail; driven close.