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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
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 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
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
Protocol for communicating between LLMs and applications
"Security Best Practices". Model Context Protocol. Retrieved 2026-10-02. "Model Context Protocol (MCP): Security Design Considerations for AI-Driven Automation"
Model_Context_Protocol
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
Method of writing code
Test-driven development (TDD) is a way to write source code that involves writing an automated unit-level test case that fails, then writing just enough
Test-driven_development
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
Approach to restricting system access to authorized users
In information security, role-based access control (RBAC) or role-based security is an approach to restricting system access to authorized users. It is
Role-based_access_control
Term for computer intruders and computing experts
also used for a skilled programmer or computer enthusiast. In computer security, it may describe an intruder or an authorized specialist who tests systems
Hacker
Form of shared internet-based computing
operate under a shared responsibility model, where providers are typically responsible for infrastructure security, physical hardware, and software updates
Cloud_computing
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
U.S. information technology company
software-led business model. Software subscriptions and cloud-delivered services now account for a major portion of its product revenue, driven by a corporate
F5,_Inc.
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
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
Process of carrying out a cyberattack
chain model has seen limited adoption in the information security sector, with critics pointing to what they believe are fundamental flaws in the model. Computer
Cyber_kill_chain
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
National Security Through Innovation". thediplomat.com. Retrieved 23 January 2025. Naaz, Fareha (10 August 2023). "Indian Army secures patent for AI-driven accident
Artificial intelligence industry in India
Artificial_intelligence_industry_in_India
Protection of computer systems from information disclosure, theft or damage
security (also cybersecurity, digital security, or information technology (IT) security) is a subdiscipline within the field of information security.
Computer_security
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
American technology company
Developer-first observability Runecast (2024): AI-powered security and compliance solutions Metis (2025): AI-driven database observability DevCycle (2026): Feature
Dynatrace
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)
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
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
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
Global hedge fund
The firm focuses on three event-driven investing strategies: merger and acquisition transactions, distressed securities and restructuring opportunities
York_Capital_Management
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
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
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
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
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
Goal of water management to harness water-related opportunities and manage risks
progress and guide investments for water security); and using new institutional models that improve water security. Climate resilient policies can be useful
Water_security
Israeli political party
in September 2025 to "repair, heal, and give hope" while prioritizing "security and national interests above all." He expressed openness to merging with
Yashar_(political_party)
Hedge fund in New York, US
long/short strategy focused on investments in equity and fixed income securities. In 2007, Glenview launched the Glenview Opportunity or "GO" funds which
Glenview_Capital_Management
United Nations members responsible for drafting
The United Nations Security Council is one of the six principal organs of the United Nations, and is the United Nations' executive branch, having primary
United Nations Security Council
United_Nations_Security_Council
marketed by Apple. Introduced in 2010, Apple has released a variety of iPad models since its launch, including the smaller iPad Mini, the lighter and thinner
List_of_iPad_models
American information technology company
unified operational model across wired and wireless networks through centralized management and policy enforcement. Arista's security portfolio is built
Arista_Networks
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
Czechoslovak machine pistol
produced under the official designation Samopal vzor 61 ("submachine gun model 1961") by the Česká zbrojovka arms factory in Uherský Brod from 1963 to
Škorpion
Chatbot developed by Google
assistant developed by Google. It is powered by the family of large language models (LLMs) of the same name, previously based on LaMDA and PaLM 2. The Gemini
Google_Gemini
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
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
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
Club R2GS, and the first public set of the ISI standards (security indicators list and event model) were released in April 2013. In 2019 the ISG ISI terminated
Information security indicators
Information_security_indicators
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
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
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
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
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
Security and Privacy in Cloud and Pervasive Computing Authentication, Privacy and Security Models Security Architecture and Design Analysis Security Awareness
International Conference on Information Systems Security and Privacy
International_Conference_on_Information_Systems_Security_and_Privacy
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)
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.
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
Software environment for model-based systems engineering
from the website. Capella was presented at several events: Metamodeling Model-driven engineering "Eclipse website". Retrieved 2025-04-02. "Capella 7.1.0"
Capella_(engineering)
AI that generates content
that uses generative models to generate text, images, videos, audio, computer code or other forms of digital data. These models learn the underlying patterns
Generative_AI
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
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
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
Open-source AI-assisted penetration-testing software
application security and penetration testing software project that uses autonomous agents and large language models to test software for security vulnerabilities
Strix_(security)
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
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
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
Model of concurrent computation
The actor model in computer science is a mathematical model of concurrent computation that treats an actor as the basic building block of concurrent computation
Actor_model
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
Overview of computer engineering topics
Homoiconicity Domain-specific modeling Unified Modeling Language Software testing Test-driven development Acceptance test-driven development Integration testing
Computer engineering compendium
Computer_engineering_compendium
Technology entrepreneur (born 1984)
2023, with an estimated net worth of $13 billion. His fortune is largely driven by his ownership of Telegram. As of 13 March 2026[update], Durov was ranked
Pavel_Durov
Type of technology discipline concerning threat data
feature areas that allow organizations to implement an intelligence-driven security approach. These stages are supported by automated workflows that streamline
Threat_Intelligence_Platform
Reference enterprise architecture of a federal government
Processes and Activities Technology The "FEA business reference model" is a function-driven framework for describing the business operations of the Federal
Federal enterprise architecture
Federal_enterprise_architecture
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
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
Open standard for software bill of materials
systems, AI models, software builds, security data, and other data packages. SPDX allows the expression of components, licenses, copyrights, security references
Software Package Data Exchange
Software_Package_Data_Exchange
Integration of software development and operations
within security practices. Contrary to a traditional centralized security team model, each delivery team is empowered to factor the correct security controls
DevOps
Exploitable weakness in a computer system
In computer security, a vulnerability is a flaw or weakness in a system's design, implementation, or management that can be exploited by a malicious actor
Vulnerability (computer security)
Vulnerability_(computer_security)
American artificial intelligence company
OpenAI announced it delayed the release of a new AI model called GPT-6.1 Astra due to security concerns voiced by researchers regarding deception and
OpenAI
2023 Hong Kong murder case
"How Hong Kong police cracked the case of model Abby Choi's grisly murder: vehicle GPS records and security camera footage led them to village house where
Murder_of_Abby_Choi
Civil conflict over control of Port-au-Prince
between rival gangs and the state. The government of Haiti and national security forces have struggled to maintain their control of Port-au-Prince amid
Haitian_conflict
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
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
Third generation of the BMW X5
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)
Large language model family by SpaceXAI
large language models developed by SpaceXSI. It was launched in November 2023 by Elon Musk as an initiative based on the large language model (LLM) of the
Grok_(chatbot)
(BPMI) Business Process Modeling Language (BPML) Executable Operational Architecture Model-driven architecture (MDA) Model-driven engineering (MDE) Object
Executable_architecture
Excavation or structure to provide access to groundwater
pre-cast reinforced concrete well rings that are lowered into the hole. Driven wells can be created in unconsolidated material with a well hole structure
Well
AI software development optimisation
AI-assisted software development is the use of large language models (LLMs) and AI agents to assist software developers in software development. It can
AI-assisted software development
AI-assisted_software_development
2024 mobile operating system
iPhone models to address the security threat. Apple later did the same for iOS 18.7.8. See Apple's official release notes and official security update
IOS_18
Measure of required computing power
needed for the largest AI models continuing to slow down in 2023. AI provider SpaceXAI said in 2026 that their AI progress is driven by compute and used it
Compute_(machine_learning)
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
Motor vehicle
Bullet-resistant glass was used for the Protection model, with even thicker glass used for the Security model. The Sport Package included a revised steering
BMW_7_Series_(E38)
Branch of computer science
(2025-08-15), D-LiFT: Improving LLM-based Decompiler Backend via Code Quality-driven Fine-tuning, arXiv:2506.10125, retrieved 2025-11-18 Hu, Xinyu; Fu, Zhiwei;
AI-assisted reverse engineering
AI-assisted_reverse_engineering
Economic policies of post-Maoist China
Beijing Consensus (Chinese: 北京共识) or China Model (Chinese: 中国模式), also known as the Chinese Economic Model, is the political and economic policies of
China_model
American government official
Palantir, and the broader alignment of the data-driven tech industry and politics. In 2017, Just Security noted that the choice of Harrington for a position
Kevin Harrington (national security advisor)
Kevin_Harrington_(national_security_advisor)
Connects fundamentals with investment return
(1), the T-Model. In 2003, Estep published a version of the T-model that does not rely on estimates of return on equity, but rather is driven by cash items:
T-model
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
Former American hedge fund
company's traders were indicted by United States federal authorities for securities fraud. One of the accused employees killed himself days after he was indicted
Visium_Asset_Management
Hedge fund based in Cambridge, England
and Erich Schlaikjer. Cantab operates quantitative funds using computer models to drive investment decisions. As of Feb 2015 Cantab had $4.5 billion in
Cantab_Capital_Partners
Checking software against expectations
interacting with different software. Software testing is typically goal driven. Software testing typically includes handling software bugs – a defect in
Software_testing
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MODEL DRIVEN-SECURITY
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