5 Attack Vectors Targeting Your AI
- Prompt injection - attackers hijack your LLM to execute unintended actions
- Data poisoning - corrupted training data leads to compromised model outputs
- Model theft - proprietary models extracted through API abuse or side-channel attacks
- Training data extraction - sensitive data leaked through careful model querying
- Adversarial inputs - crafted inputs that cause misclassification or bypass safety filters
LLM Security Testing
Prompt Injection & Output Safety
We systematically test your LLM applications for prompt injection, jailbreaks, and output manipulation. You get proof-of-concept exploits with severity ratings.
- Direct and indirect prompt injection testing
- Jailbreak resistance evaluation
- Output manipulation and data exfiltration tests
- System prompt extraction attempts
- Token smuggling and encoding bypass checks
AI Red Teaming
Adversarial ML & Supply Chain
We simulate real-world attackers targeting your AI systems. From adversarial ML attacks to model supply chain compromise, we test what matters.
- Adversarial ML attack simulation
- Model robustness testing under edge cases
- AI supply chain security review
- Model API abuse and rate limit bypass
- Membership inference and model inversion attacks
- Shadow AI detection in your organization
OWASP AI Top 10 Assessment
Systematic Risk Coverage
We assess your AI systems against all 10 OWASP AI risks. You get a gap analysis with prioritized remediation steps for each vulnerability class.
- LLM01: Prompt Injection assessment
- LLM02: Insecure Output Handling review
- LLM03: Training Data Poisoning analysis
- LLM06: Sensitive Information Disclosure testing
- LLM08: Excessive Agency evaluation
- Full coverage of all 10 risk categories
How We Work
Typical timeline: 2-4 weeks
Scope
AI system inventory, threat modeling, attack surface mapping
Test
Automated + manual security testing, red team exercises
Report
Detailed findings with PoC exploits and risk scores
Remediate
Remediation roadmap, fix validation, retest
What You Get
A complete picture of your AI security posture.
Detailed Security Report
Every vulnerability documented with proof-of-concept, severity rating (CVSS), and reproduction steps.
Risk Scores per System
Each AI system rated by attack surface exposure, data sensitivity, and exploit difficulty.
Remediation Roadmap
Prioritized fixes with effort estimates. Critical vulnerabilities first, then systematic hardening.
Retest Included
After you apply fixes, we retest to confirm vulnerabilities are resolved. No extra charge.
Frequently Asked Questions
This page describes AI security assessment services. Results depend on system complexity, access level, and engagement scope. Past findings are not guarantees of future vulnerability discovery.