The description above is MITRE’s definition of CWE-1427 in CWE 4.20, a base-level weakness.
Common consequences MITRE lists
- Confidentiality, Integrity, Availability: Execute Unauthorized Code or Commands; Varies by Context
- Confidentiality: Read Application Data
- Integrity: Modify Application Data; Execute Unauthorized Code or Commands
- Access Control: Read Application Data; Modify Application Data; Gain Privileges or Assume Identity
Guides on this site
Contain prompt injection at the application boundary
Assume retrieved content can influence model output; enforce data access and consequential actions in components the model cannot authorize for itself.
Red-team LLM applications and agents by their effects
A red-teaming method for LLM features and agents: scope the whole system, map attacks to OWASP and MITRE ATLAS identifiers, score trials from observed effects, report rates with confidence intervals and retest on every model or provider change.
Secure AI-assisted development with coding assistants and agents
Treat generated code, suggested packages, repository text and MCP servers as untrusted inputs, and confine coding agents with OS-level isolation and short-lived, narrowly scoped credentials.
Worked threat model: an LLM agent with tools
A complete worked threat model for an LLM agent with tools: the data-flow diagram, the threats from prompt injection, excessive agency, data exfiltration, confused-deputy and memory poisoning, and the mitigations, mapped to the OWASP Top 10 for LLM Applications 2026 and the OWASP Top 10 for Agentic Applications 2026.
Abuse case library: tests and controls by feature
Recurring abuse cases for sign-up and login, password reset, MFA enrolment, invites, file upload, payments and coupons, webhooks, search, export, admin and AI chat or agents: the attacker goal, preconditions, a concrete test and the control, each linked to CWE and CAPEC.
Threat pattern library for threat modeling
Thirty-two recurring threat patterns grouped by identity, authorization, parsers, concurrency, integrations, data exposure, supply chain, availability and AI agents, each with where it shows up on a data-flow diagram, mitigations, a verification step and STRIDE, CWE and CAPEC links, plus a YAML catalog and a script that lists patterns per diagram element.
Defend agent memory and context against poisoning (OWASP ASI06)
OWASP ASI06 Memory & Context Poisoning: how an instruction or false fact saved once in agent memory, conversation summaries or a retrieval store steers later sessions, users and agents, and the write, scope, provenance, expiry and recovery controls that contain it.
Practice
- Gate model and provider changes on a versioned red-team corpus · Local project
- Run model-generated Python in a locked-down container · Local project
References
This page is generated from MITRE’s CWE 4.20 catalogue (released 30 April 2026) and lists every guide, fix card and lab here that cites CWE-1427.
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