Pavan Reddy

Pavan Reddy

Principal Developer @ Automata · Founder @ QBTrain · AI security researcher (AAAI, ACM, NeurIPS, FLAIRS)

Notable Highlights

5 signature workshops & talks, delivered 25+ times across BSides, OWASP, NeurIPS & academic venues
Published an in-depth analysis of EchoLeak — the first real-world zero-click prompt injection in a production LLM system (AAAI Symposium Series)
8 peer-reviewed publications at AAAI, ACM SIGCITE, FLAIRS, HCII
Reviewer for 25+ papers across NeurIPS, AAAI, FLAIRS, ACSAC workshops
Microsoft Certified Azure AI Engineer Associate
NeurIPS 2025 Education Program contributor

Workshops & Talks

Workshop

Tom Builds, Tom Breaks: Hands-On Attacks and Defenses for Vision-Language Systems

CVPR · 2026-06-03

Workshop

How to Break an AI: Adversarial Attacks, Jailbreaks, and Defenses That Actually Work

BSides NoVa · 2025-10-10

Talk

AI Security 101: A Practical Roadmap from AppSec to LLM Threat Modeling

BSides Harrisburg · 2026-05-28

Workshop

Words As Weapons: Breaking AI and Agents; Then Securing Them

FLAIRS-39 · 2026-05-17

Workshop

Breaking AI: Prompt Injection, Data Exfiltration and Practical Defenses That Work

BSides Tampa · 2026-05-15

The destination

QBTrain

A hands-on platform for learning AI security and AppSec by actually breaking and securing real systems — prompt injection, data exfiltration, agent abuse, and the defenses that hold. Labs you run in the browser, not slides you sit through.

Research & Publications

Conference Paper

EchoLeak: The First Real-World Zero-Click Prompt Injection Exploit in a Production LLM System

Proceedings of the AAAI Symposium Series · 2025

Conference Paper

Preventing Another Tessa: Modular Safety Middleware for Health-Adjacent AI Assistants

Proceedings of the AAAI Symposium Series · 2025

Conference Paper

AnoGAN for Tabular Data: A Novel Approach to Anomaly Detection

Proceedings of the International Conference on Human-Computer Interaction (HCII 2024) · 2024

Professional Experience

Principal Developer

Automata LLC · Arlington, Virginia· Present

Software Engineer

Automata LLC · Arlington, Virginia· 2026-03

Associate Software Engineer

Antra Inc. · Sterling, Virginia· 2026-03