Three modules. One security perimeter. From red teaming to runtime enforcement — AISEC ML closes every gap attackers exploit in LLM-powered systems.
Attackers embed malicious instructions in user inputs to hijack model behavior and exfiltrate data.
Corrupted training or retrieval data causes models to produce incorrect or harmful outputs at inference.
Carefully crafted queries extract sensitive training data — PII, secrets, proprietary content — from the model.
Adversarial prompts bypass safety alignment to make models produce harmful, prohibited, or policy-violating content.
Compromised base models, fine-tuning datasets, or third-party plugins introduce backdoors before deployment.
Traditional WAFs, SIEMs, and DLPs have zero visibility into LLM inference. They were built for a different threat model.
Pre-release, in-release, and post-release security — working as a single coordinated platform.
Automated adversarial testing that stress-tests your LLM applications before they ship. Simulates prompt injection, jailbreak, and extraction attacks at scale.
Real-time inference firewall with Jatmo-based prompt injection defense — mathematically impossible to bypass. Zero-latency enforcement between your app and the model.
AISEC ML integrates at every stage of your AI development lifecycle.
Developers build prompts, agents, and LLM-powered features with AISEC ML policies defined in code.
Red Teaming Engine runs 100+ adversarial attack scenarios. Failures block the pipeline before code reaches staging.
Security checks and policy compliance are enforced before builds are promoted to production.
AI Security Gateway intercepts every inference request in real time — allowing, flagging, blocking, or masking based on policy.
| Feature | AISEC ML | Lakera | Protect AI | HiddenLayer |
|---|---|---|---|---|
| Prompt injection defense | ✓ Jatmo | Partial | ✗ | ✗ |
| Red teaming engine | ✓ | ✗ | Partial | ✗ |
| Real-time inference gateway | ✓ | ✓ | ✗ | ✓ |
| Model-agnostic | ✓ | ✓ | ✓ | ✓ |
| On-prem deployment | ✓ | ✗ | ✓ | ✗ |
30 days. Full platform access. No commitment. Our security engineers help you map your LLM attack surface in the first week.
sales@aisecml.comNo commitment · 30-day pilot · Enterprise SLA