# Vybhavi_08

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [NAGA SAI SRI VYBHAVI ATLURI](https://cerebralvalley.ai/u/Vybhavi_Atluri)
- **GitHub:** https://github.com/vybhavinaga/AgentTrace
- **Demo video:** https://youtu.be/o_NFWEXoweY
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4904

AgentTrace is a security-testing prototype that explores what happens when a relatively robust AI model is integrated into a larger application.

Rather than focusing only on model jailbreaks, AgentTrace examines whether an AI-powered system can complete a legitimate user request while unintentionally performing an unauthorized action.

Built using Meta Muse Spark 1.3, the project demonstrates this through a simulated support-ticket application. A user requests a ticket summary, but an insecure application integration also updates an unrelated ticket without authorization.

AgentTrace compares four configurations: a model-only baseline, an insecure application integration, additional model-level security instructions, and an application-level authorization gate.

The experiment shows that stronger model instructions alone do not necessarily prevent insecure application behavior, while a deterministic authorization check can block the unauthorized update without interrupting the legitimate task.

Future work will explore more realistic scenarios, interconnected AI systems, multi-step workflows, and how small unauthorized actions could propagate into larger consequences.

## More from Meta Global AI Developer Hackathon

- [Muse's Garden](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4901)
- [lectoria](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4902)
- [FarFromDesk](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4903)
- [Offline Base](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4905)
- [Foundry Six](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4906)
- [Nio Innovations LLC](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4907)

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