What Is a Model Inversion Attack?
Model inversion extracts information through repeated model interaction; it differs from direct database theft and membership inference.
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What Is Denial of Wallet in AI Systems?
Denial of wallet targets metered spend: repeated requests, recursive agents, expensive tools, or scaling behavior can produce a damaging bill.
Read articleWhat Is Policy Enforcement?
Policy enforcement is the application of a rule to a requested action. An enforcement point evaluates relevant context and then permits, blocks, modifies, escalates, or records the action. A policy document defines intent; enforcement is where that intent can change what reaches the target system.
Read articleWhat Is an AI Acceptable Use Policy?
An AI acceptable use policy states which AI uses an organization permits, restricts, or prohibits, and what employees, contractors, and agent owners must do before using an AI system. It is a rule for people and operating teams. It is not, by itself, a technical mechanism that stops an agent or model at runtime.
Read articleWhat Is ISO/IEC 42001?
ISO/IEC 42001 is an international standard for establishing, implementing, maintaining, and continually improving an artificial intelligence management system (AIMS). It sets management-system requirements for organizations that develop, provide, or use AI. It does not prescribe a particular model architecture or guarantee that an AI system is secure.
Read articleWhat Is NIST AI RMF?
The NIST AI Risk Management Framework (AI RMF) is voluntary guidance for managing risks associated with AI systems. It helps organizations organize decisions about trustworthy AI across design, development, deployment, and operation; it is not a product certification or a security control catalogue.
Read articleWhat Is MITRE ATLAS?
MITRE ATLAS is a knowledge base of adversary tactics and techniques for attacks on AI-enabled systems. It gives teams a shared way to describe how an attacker may influence models, data, training pipelines, retrieval systems, or deployed AI applications.
Read articleWhat Is an AI Agent Harness?
An AI agent harness is the software layer that turns a model into an operating agent. It assembles instructions, context, tools, memory, execution rules, evaluation hooks, and approvals, then decides how a model response becomes the next step in a workflow.
Read articleWhat Is an Agentic Browser?
An agentic browser is a browser environment that lets an AI agent observe web pages and take actions such as navigating, filling forms, clicking controls, downloading files, or extracting results. The defining feature is an action loop: page state informs the next action, and the action changes what the agent sees next.
Read articleWhat Is a Rogue Agent?
A rogue agent is an AI agent operating outside the organization’s approved ownership, authorization, or governance boundary. The label describes an unmanaged capability. It does not mean that the model is malicious, that an attacker has taken control, or that every unexpected response is an attack.
Read articleWhat Is an AI Bill of Materials?
An AI bill of materials (AI-BOM) is a record of the components and dependencies that shape an AI system: models, datasets, prompts, software packages, tools, services, and deployment configuration. Its job is traceability. It does not assess every component for safety or prevent an agent from taking an action.
Read articleWhat Is an AI Jailbreak?
Define AI jailbreak, its boundary from prompt injection and red teaming, representative mechanisms, risks, controls, and safe evaluation.
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