BigΔx by Qvanta®
Quantum AI Firewall
Dual-vertical defense for AI workloads and enterprise networks
Security teams now face two converging frontiers: AI systems exposed through APIs, agents, and copilots, and traditional network paths that still carry lateral movement, exfiltration, and command-and-control activity. A firewall built for packets alone cannot govern model behavior; AI-only guardrails cannot protect the network.
- LLM and agent workloads introduce prompt injection, unsafe outputs, tool abuse, and ungoverned inference paths.
- Network traffic still maps to MITRE ATT&CK tactics that bypass application-layer AI controls.
- Adversarial ML techniques (MITRE ATLAS) target models, training pipelines, and inference endpoints.
- OWASP Top 10 for LLM risks, from data leakage to insecure plugin design, require dedicated enforcement.
BigΔx QAIFW operates across two verticals: AI Protection for LLMs, autonomous agents, and inference pipelines, and Network Protection for enterprise traffic, segmentation, and threat response. Unified policy, telemetry, and enforcement without sacrificing latency at either boundary.
- AI vertical: real-time inspection of prompts, outputs, tool calls, and agent actions with symbolic policy plus learned safety models.
- Network vertical: deep packet and session inspection for intrusion, lateral movement, and C2 patterns mapped to MITRE ATT&CK.
- Cross-vertical correlation links model abuse indicators with network behavior for higher-fidelity detection.
- Continuous red-team and adversarial testing against ATLAS-style ML threats and OWASP LLM failure modes.
QAIFW unifies AI and network defense with quantum-assisted analysis for edge cases that single-vertical tools miss.
AI Protection Vertical
Enforces guardrails for LLMs and agents against OWASP LLM Top 10 risks, jailbreaks, and unsafe autonomous actions.
Network Protection Vertical
Inspects and blocks malicious network activity aligned to MITRE ATT&CK tactics, techniques, and procedures.
MITRE ATLAS Coverage
Monitors adversarial ML attack paths across training, deployment, and inference lifecycles.
Unified Enforcement
Correlates AI and network signals for sub-second decisions at gateways, APIs, and perimeter boundaries.
Mapped to industry-standard AI and cyber threat frameworks for auditable, explainable operations.
Interested in BigΔx QAIFW? Contact the Qvanta® team about deployment, licensing, or a demo.
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