AI Security

The threat is AI. So is the defense. Autonomous agents, adversarial ML protection, and model integrity monitoring — securing your AI from the inside out.

Service Overview

Stop AI Attacks Before They Breach Your Systems

Traditional cybersecurity was built for a world where attackers used conventional tools. Today's adversaries use AI — to probe defenses at machine speed, craft undetectable phishing, manipulate ML models, and exploit the very AI systems your business depends on.

Aggi LLC's AI Security practice addresses threats that most security vendors don't yet understand: adversarial machine learning attacks, prompt injection against LLMs, model inversion, data poisoning, and AI agent exploitation. We've been building ML-based security systems since 2013 — before "AI security" was a recognized discipline.

✓Adversarial ML attack detection and defense
✓Prompt injection and jailbreak prevention for LLMs
✓AI model integrity monitoring and traceability
✓Autonomous AI threat detection agents (24/7)
✓Data poisoning detection and prevention
✓AI-powered intrusion detection and response
✓Compliance: NIST AI RMF, GDPR, HIPAA, SOC 2
✓Security architecture for AI/ML pipelines

The New Attack Surface

Your AI Is Under Attack. Here's How.

The same AI capabilities that make your systems powerful make them targets. Understanding the attack vectors is the first step to defending against them.

Adversarial Attacks

Carefully crafted inputs designed to fool your ML models into making wrong predictions — invisible to humans but devastating in production. We build detection and defense layers that catch them before they do damage.

Prompt Injection

Attackers embedding malicious instructions in user inputs to hijack your LLM-powered applications — causing them to reveal sensitive data, bypass controls, or take unauthorized actions. We implement robust guardrail architectures that prevent this.

Data Poisoning

Corrupting training data to degrade model performance or introduce hidden backdoors that attackers can trigger on demand. Our ML pipeline security practice detects and quarantines poisoned data before it reaches your models.

Connects to ARIA

Detection without contextualized, defensible action is just noise. AI Security findings — adversarial detections, prompt-injection blocks, model integrity alerts flow into ARIA, our AI governance platform — translated against your operating frameworks (NIST AI RMF, ISO 42001, HIPAA where applicable) into documented action your CISO, compliance officer, and auditors can stand behind. Explore ARIA →

Ready to Know Where Your AI Stands?

Schedule a free 30-minute AI security posture conversation — or start directly with the AI Security Posture Assessment. No obligation, no sales pitch.

See the Assessment → Schedule a Conversation