OpenVals
RedShield™ Adversarial AI Defense

Attack & Defend.
Secure Enterprise AI Against Adversarial Threats.

Secure enterprise AI through adversarial testing, AI red teaming, vulnerability assessment, and proactive defense. RedShield exposes systemic model vulnerabilities before malicious actors can exploit them—fortifying your AI pipelines with battle-tested defenses and deterministic runtime guardrails.

Four Pillars of Adversarial AI Protection

Enterprise AI attacks bypass standard firewalls by attacking semantic logic directly. RedShield combines automated adversarial testing, human red teaming, vulnerability audits, and runtime defense to ensure impenetrable protection.

1. Adversarial AI Testing

Continuous automated fuzzing subjecting models to thousands of adversarial permutations: prompt suffix injection, token perturbations, multilingual jailbreaks, and multimodal payload exploits.

Automated gradient and black-box payload generation
Cross-lingual and token-encoding jailbreak simulations
Deterministic stress testing against safety guardrails

2. Expert AI Red Teaming

Human-led ethical hacking engagements conducted by world-class cybersecurity researchers probing complex cognitive traps, agentic tool privilege escalation, and business logic bypasses.

Multi-turn social engineering & cognitive deception probes
Autonomous agent tool hijacking and unauthorized API access
Targeted executive impersonation and compliance bypass audits

3. Vulnerability Assessment

Rigorous audits of entire AI data and inference pipelines. Uncover training data poisoning, PII extraction vectors, vector database contamination, and model weight extraction vulnerabilities.

Full mapping against OWASP LLM and MITRE ATLAS matrices
Training data poisoning and backdoor trigger scans
Membership inference and model inversion risk quantification

4. Proactive Real-Time Defense

Hardware-accelerated inline guardrails deployed directly in front of your model endpoints. Intercept and neutralize malicious queries, PII leakage, and adversarial injections in real time.

Sub-millisecond semantic prompt firewall inspection
Dynamic output verification and confidential PII redaction
Automated anomaly alerting and adaptive threat rule updates