AI & Cybersecurity
Artificial intelligence expands your attack surface with novel, unconstrained threat vectors. Adept provides military-grade red-teaming, indirect prompt injection defense, and the real-time Kawas security proxy to protect your models and confidential data.
The New Adversarial Frontier: Defending Non-Deterministic Execution Surfaces
The integration of large language models and autonomous agent swarms into enterprise software creates unprecedented cybersecurity vulnerabilities. Attackers no longer need to exploit memory buffer overflows or SQL injection vulnerabilities; instead, they exploit the fundamental nature of natural language processing itself. Through direct prompt injection, indirect prompt injection via untrusted ingested documents, multi-turn cognitive roleplay jailbreaks, and vector database poisoning, malicious actors can hijack system logic, exfiltrate confidential enterprise data, and execute unauthorized internal actions.
Traditional web application firewalls (WAFs) and static regex pattern matchers are fundamentally blind to semantic-level attacks. An adversarial payload can be encoded in multilingual ciphers, hidden in white-on-white text inside uploaded PDF resumes, or fragmented across benign-looking conversational turns. System prompt instructions ("You must never reveal...") provide zero mathematical defense against determined adversaries.
Adept delivers comprehensive, military-grade defense-in-depth for AI infrastructure. Our defensive suite centers on Adept Kawas, our real-time semantic token inspection firewall. Kawas intercepts inbound user prompts, ingested retrieval documents, and outbound model responses in sub-15ms, using deep semantic anomaly detectors and embedding distance classifiers to neutralize jailbreaks, data exfiltration attempts, and unauthorized tool commands before they reach model context.
Complementing our runtime software defense, the Adept cybersecurity team conducts continuous automated and human-led adversarial red-teaming. We subject your models, RAG vector stores, tool bridges, and agentic workflows to over 100,000 synthetic attack vectors based on the OWASP Top 10 for LLMs and real-world nation-state threat intelligence, providing verifiable assurance that your intelligent infrastructure is impervious to compromise.
What Is Included
Four-Phase Deployment Process
Threat Modeling & Surface Mapping
We audit your complete AI architecture—including user inputs, RAG pipelines, external tool hooks, and agent communications—to catalog all latent attack vectors.
Adversarial Fuzzing & Red-Teaming
Our security engineers execute exhaustive automated fuzzing and bespoke manual jailbreak campaigns to uncover behavioral vulnerabilities and boundary failures.
Adept Kawas Firewall Deployment
We insert the Adept Kawas inspection proxy into your inference and ingestion paths, establishing sub-15ms real-time semantic sanitization and anomaly blocking.
Continuous Verification & Threat Updates
Your deployment receives continuous automated vulnerability probes and dynamic threat signatures reflecting emerging global zero-day jailbreaks.
Enterprise SaaS Knowledge Automation Security
Neutralized all 850 adversarial injection payloads across customer red-team audits and protected 200,000 active enterprise user seats.