LLM Red-Teaming in Production: Threat Models for Enterprise Generative AI Deployments
Adversarial prompt injection, training-data exfiltration, and model supply-chain attacks — threat modeling patterns for security teams.
Secure Your
Organization,
End-to-End.
From 24/7 SOC operations and managed security to expert advisory and security talent — XYBERU defends enterprise and regulated environments against modern adversaries.
XYBERU VULNERABILITY SCANNER
▌> xyberu-scan --target enterprise --deep
> scanning...0%
200+
Organizations Secured
500+
Security Assessments
40+
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Cybersecurity Services
SOC Services
24/7 security operations delivered the way you need them — SOC as a Service from our platform, an on-site SOC at your facility, or a managed SOC running on your existing investment.
Learn more →Managed Security Services
Full-stack security technology, deployed and operated: SIEM and SOAR, endpoint security (EPP, EDR, XDR), network security (Firewall, NDS, NAC), WAF, email security, IAM, and cloud security (CNAPP, CSPM, CWPP).
Aligned to DPDP Act, 2023, IT Act, 2000 & CERT-In Directions, RBI Cyber Security Framework, SEBI Cybersecurity Guidelines.
Learn more →Advisory & Consulting
Expert guidance across the security lifecycle: VAPT, phishing simulation, security audits, solution consulting, DevSecOps enablement, and training & awareness programs.
Aligned to DPDP Act, 2023, IT Act, 2000 & CERT-In Directions, RBI Cyber Security Framework, SEBI Cybersecurity Guidelines.
Learn more →Talent Solutions
Security staffing without the hiring drag: on-site talent sourcing, remote talent solutions, and pre-vetted talent pooling for security roles at every level.
Learn more →ML/AI Security Solutions
LLM red-teaming, model supply-chain security, adversarial input testing, and AI threat detection for organizations deploying generative systems at enterprise scale.
Learn more →Built for Regulated Industries
Each sector has its own threat landscape and compliance surface. XYBERU delivers programs calibrated to your industry — not generalized playbooks.
Healthcare
Patient data protection, EMR and PACS security, telemedicine risk, HIPAA and NABH alignment.
12 Services →From the XYBERU Research Desk
Threat Hunting at Scale: Building Hypothesis-Driven Programs for Enterprise SOCs
How structured threat hunting programs reduce mean time to detect and surface adversary TTPs that automated tools consistently miss.
Cloud Misconfiguration as Attack Surface: Patterns from 50+ Assessments
The most prevalent misconfiguration classes across AWS, Azure, and GCP, ranked by exploitability and organizational blast radius.