Cymatrix maps to the industry-standard threat frameworks your security team and auditors already trust: OWASP Top 10 for LLM applications, and OWASP Top 10 for Agentic applications.Cymatrix s'aligne sur les référentiels de menaces standard que vos équipes sécurité et auditeurs connaissent déjà : OWASP Top 10 LLM et OWASP Top 10 Agentic.Cymatrix ánh xạ theo các khung mối đe dọa tiêu chuẩn mà nhóm bảo mật và kiểm toán của bạn đã tin dùng: OWASP Top 10 cho LLM và ứng dụng Agentic.
Prompt injection and tool abuse are now mainstream risk classes. Agents deployed without runtime governance materially increase data-exfiltration and unauthorized-action exposure.
Cymatrix is a runtime control platform, not a signature-based IDS. The primary objective is risk containment through enforceable policy and accountability controls, with clear evidence for security and compliance teams. Below, each threat is mapped to the control class that mitigates it.
The foundational threat framework for any AI system using large language models. For each category, Cymatrix ships a specific runtime control that contains its impact.Le référentiel de menaces fondamental pour tout système IA utilisant des grands modèles de langage. Pour chaque catégorie, Cymatrix fournit un contrôle spécifique.Khung mối đe dọa nền tảng cho mọi hệ thống AI sử dụng mô hình ngôn ngữ lớn. Mỗi danh mục, Cymatrix cung cấp kiểm soát cụ thể để hạn chế tác động.
| ID | Threat | Cymatrix Runtime Control | Mitigation |
|---|---|---|---|
LLM01 |
Prompt Injection | Contained via tool allow-listing and HITL on destructive tools. Injection cannot result in unauthorised tool calls or out-of-scope actions — even when the payload succeeds at the model layer. | Containment |
LLM02 |
Insecure Output Handling | Response-path PII/PHI redaction. Output-encoding hardening is the responsibility of the downstream consumer — Cymatrix flags and logs but does not sanitise arbitrary payload schemas. | Partial |
LLM03 |
Training Data Poisoning | Every AI agent carries its training-data lineage, captured at registration and available on demand for audit and investigation. | Governance |
LLM04 |
Model Denial of Service | Per-agent daily spend caps with three responses: block, alert, or fall back to a cheaper model. Stops runaway loops before they drain your budget or your capacity. | Full |
LLM05 |
Supply Chain Vulnerabilities | Tamper-proof AI registration with verified integrity of every prompt, tool and configuration file. Exportable bill of materials for your supply-chain tooling. | Full |
LLM06 |
Sensitive Information Disclosure | Automatic redaction in every reply: credit cards, national IDs, emails, phone numbers. Operates in memory only. Pair with a dedicated data-loss-prevention tool for full coverage. | Partial |
LLM07 |
Insecure Plugin / Tool Design | Approved-action list enforced on every request. Unauthorised actions are rejected before they ever reach the AI model or your backend. | Full |
LLM08 |
Excessive Agency | We limit the blast radius. No tool prevents an AI from making a poor decision within its allowed scope — but Cymatrix bounds that scope: tool allowlist, budget cap, human approval on sensitive actions, full audit. Bad decisions stop at the gateway. | Bounded |
LLM09 |
Overreliance | Every decision is attributed to its AI agent, version, model and action in the audit trail. Known limitations are surfaced to the teams deploying the agent. | Partial |
LLM10 |
Model Theft | Per-agent cost and rate limits contain volumetric extraction attempts. The full audit trail makes suspicious query patterns investigable after the fact. | Containment |
Agentic systems introduce risks that single-shot LLM apps do not: goal hijacking, memory poisoning, tool cascades, multi-agent collusion. Cymatrix addresses them.Les systèmes agentiques introduisent des risques que les apps LLM simples n'ont pas : détournement d'objectif, empoisonnement mémoire, cascades d'outils, collusion multi-agents. Cymatrix y répond.Hệ thống agentic tạo ra rủi ro mà ứng dụng LLM đơn lẻ không có: chiếm quyền mục tiêu, đầu độc bộ nhớ, chuỗi công cụ, thông đồng đa agent. Cymatrix giải quyết tất cả.
Every AI agent declares its approved actions. Anything outside that list is rejected before it reaches the model — no misuse possible by construction.
Each AI agent has a tamper-proof identity bound to its approved action scope. Privileges cannot be widened at runtime without a new registration.
Per-agent daily spend caps with three responses: block, alert, or fall back to a cheaper model. Runaway loops stop before your budget does.
One structured record per AI interaction — agent, version, model, cost, latency, outcome and more. Streams straight into your SIEM for long-term retention.
Only registered, verified AI agents can communicate through Cymatrix. Spoofing attempts are rejected at the gateway with multiple layers of identity checks.
Unverified or modified agents are blocked automatically. Per-agent kill switch. Automatic rollback to the last trusted version on a failed integrity check.
Human approvals are bound to a specific agent and action, with automatic expiry. Every decision — approve or deny — is recorded with the reviewer's identity.
Knowledge sources and memory are tracked per agent with sensitivity tier. Sensitive data redaction applies to every reply. Deeper memory-integrity checks are on the roadmap.
We cannot prevent an agent from drifting in its reasoning, but HITL on destructive tools ensures drift cannot produce irreversible action without a human signing off.
Multi-hop reasoning instrumentation and confidence-degradation alerts are on the product roadmap; today the audit trail provides the primary forensic signal.
Self-reference consistency checks and CoT-to-tool correlation rules are in research. Current controls contain the impact (allow-list + HITL) rather than detect the behaviour.
Code execution attacks, inter-agent communication poisoning, human-review attacks, and multi-agent misinformation are addressed on our roadmap as multi-agent topology descriptors ship.
Detection is only useful if it reaches the right people quickly with actionable context. Cymatrix routes alerts into your existing SOC workflow with the required triage metadata.
Book a demo. We'll launch a real prompt-injection, tool-abuse, and cost-exhaustion attack against a Cymatrix-protected agent and walk through the detection in your SIEM.Réservez une démo. Nous lancerons une vraie attaque par injection de prompt, abus d'outil et épuisement de budget contre un agent protégé par Cymatrix.Đặt lịch demo. Chúng tôi sẽ thực hiện tấn công prompt-injection, lạm dụng công cụ và cạn kiệt ngân sách thực sự trên agent được bảo vệ bởi Cymatrix.