Test the security and resilience of AI models, large language models (LLMs), and AI-driven applications against adversarial attacks and exploitation techniques.
Penetration Testing
AI Security
Models & Pipelines
Secure AI Systems
AI systems, particularly large language models (LLMs) and machine learning applications, introduce unique attack surfaces that adversaries can exploit. These models are susceptible to adversarial manipulation, data poisoning, model extraction, and prompt injection attacks.
SilentGrid's AI/LLM Penetration Testing evaluates the security of AI models, uncovering vulnerabilities that could lead to malicious model manipulation, privacy violations, and data leakage. Our engagements focus on securing AI pipelines, model integrity, and deployment environments.
The Expanding AI Attack Surface
SilentGrid leverages a combination of adversarial AI techniques, manual testing, and proprietary tooling to simulate real-world attacks on AI/LLM systems. Our experts assess AI pipelines from data ingestion to model deployment, identifying weaknesses at every stage.
SilentGrid provides in-depth insights into AI/LLM vulnerabilities, ensuring your models and deployment pipelines are resilient against adversarial threats.
Documentation of successful prompt injections, model theft attempts, and adversarial perturbations
Highlighting pathways that lead to partial or complete model extraction
Identifying data poisoning risks and model integrity issues
Assessing AI deployment endpoints for access control weaknesses and misconfigurations
A high-level overview for leadership, summarising the impact of AI/LLM vulnerabilities and recommended mitigations
Ensure AI models remain free from manipulation, poisoning, or adversarial bias
Harden the entire AI lifecycle, from data ingestion to deployment
Safeguard intellectual property by detecting model extraction vulnerabilities
Lock down AI/LLM APIs and inference points to prevent abuse and exploitation
AI/LLM penetration testing is essential for:
Fortify your AI models and machine learning pipelines
SilentGrid's AI/LLM Penetration Testing service helps secure cutting-edge AI models and machine learning pipelines, preventing adversarial attacks before they happen.
AI & LLM Security
End-to-End
Adversarial AI