About
10 years turning
attack surfaces
into defenses.
I'm Apurv Tyagi — a Senior Security Engineer based in Noida, India, with 10+ years of experience turning attack surfaces into defenses.
I started as a full-stack developer and spent years building systems before I understood how fundamentally broken most of them are from a security perspective.
That realization drove me to specialize — first in DevOps, then cloud security, now AI security research. Today I build platforms that make security observable, automated, and scalable.
At Coupa, I built DefendTrack from scratch, reduced critical vulnerabilities by 90% across 50K+ assets, and started researching what happens when adversaries abuse LLMs.
Skill areas
Education
B.Tech — Computer Science & Technology
BIT Meerut (UPTU, Lucknow)
2010 – 2014
Currently Exploring
AI Security & Product Security
Deepening focus on AI / LLM security research, product security engineering, and building scalable application security programs.
Work
Experience
Lab
The Lab
Researching the intersection of AI and adversarial security. Where guardrails break and new defenses are built.
LLM Attack Chain
live simulation
Abusing LLMs:
Beyond the Guardrails
Systematic documentation of 15 adversarial attack categories. Novel bypass techniques that evade state-of-the-art content classifiers. A new taxonomy for AI safety failures.
Attack Chains in Multi-Cloud Environments
How minor misconfigurations compound into critical breach scenarios. Analysis of 50+ real-world incident patterns across AWS, GCP, and Azure.
Kubernetes Lateral Movement: Pod to Cluster Admin
Mapping attack paths within Kubernetes clusters — RBAC escalation, service account exploitation, and container escape techniques.
Projects
Built at Scale
DefendTrack
Internal security platform for vulnerability intelligence, risk tracking, and automated remediation across 3 cloud environments.
→ 90% reduction in critical vulnerability resolution time. 50K+ assets tracked.
Open Source
github.com/apurvtyagi →security-asset-correlator
Cross-tool canonical asset correlation engine — unified view across CrowdStrike, Tenable, Qualys, and AWS.
aws-inventory-sync
Automated AWS resource inventory sync to MongoDB with change detection and drift alerting.
terraform
Production-grade AWS 3-tier architecture — VPC, ALB, ECS, RDS with hardened security groups and IAM.