> Markdown version of [/events/world-congress-2026-north-america/sessions/1428-red-teaming-your-llm](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1428-red-teaming-your-llm). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

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# Red Teaming Your LLM App -- A Hands-On Threat Model You Can Reuse


- **Event:** World Congress 2026 North America

## Description

This session focuses on spotting those risks early by thinking through how an LLM app can be misused or broken.

We’ll discuss common attack patterns like prompt injection, data leakage, tool abuse, and jailbreaks, using familiar setups such as RAG pipelines, agents, and function calling. We’ll also talk about how teams intentionally test these scenarios, what usually gets missed, and which defenses actually help in production.

Attendees will have a simple, reusable threat-modeling approach and a practical checklist they can apply to their own LLM applications, without slowing down development or overcomplicating security.

## Speaker

### [Saloni Garg](https://www.wearedevelopers.com/@saloni-garg)

Senior ML Engineer at Adobe


## Related talks at this congress

- [Practical Threat Modeling for Software Developers](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1720-practical-threat) — Mudassir Syed
- [Your Threat Model Is Lying to You: Why Modeling the Design Isn’t Enough in 2026](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1440-your-threat-model-is) — Farshad Abasi
- [The Things Your AI Isn't Telling You](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1710-the-things-your-ai) — Desmond Lamptey
- [SecurePrompt: Building a Pre-Flight Security Layer for Agentic AI](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1431-secureprompt) — Ravi Sastry Kadali

## Watch remotely

Can’t make it to San José? Watch this session live with Pro. You also get:

- All full videos, bookmarks, and playlists
- World Congress livestreams

[See pricing](https://www.wearedevelopers.com/pricing)

## Links

- [Get tickets](https://www.wearedevelopers.com/world-congress-north-america/tickets)