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中文

Three Things Your LLM App Should Have Done on Day One (But Probably Didn't)

Time
2026-08-09 13:30 ~ 14:00
Speaker
徐方繹 Fngi Shiu
Room
AU
Co-write
Open LLM End User: Downstream Applications IntermediateMandarin

Abstract

You spent a weekend wiring up RAG, connecting MCP, and deploying an LLM Agent that auto-replies to GitHub Issues — then shipped it straight to production. No input validation, no permission controls, system prompt wide open. Don't worry, everyone does it. No security background needed to follow along — we'll open a terminal and show you live. This talk covers three things you should do before going live: First, protect your system prompt — we'll steal it with prompt injection, then block the attack with NemoClaw Guardrail. Second, sanitize your RAG data sources — we'll plant an indirect prompt injection in a knowledge base document and make your Agent do things it shouldn't, then show how content sanitization works. Third, limit your Agent's permissions — we'll let an over-privileged Agent delete its own data, then fix it with least-privilege principles and tool call permission controls. Every attack uses OpenClaw, every fix uses NemoClaw — all open source, git clone and go. You'll leave with a security checklist ready to drop into your repo.

Speaker

徐方繹 Fngi Shiu

徐方繹 Fngi Shiu

Fngi 專注於 AI 安全治理與 LLM 紅隊測試。曾任多家台灣機構 CISO,同時擔任 GDG Taipei Organizer 及台灣金融研訓院 AI 安全講師。擁有超過十年資安與全端工程經驗。

Diamond

Canonical

Gold

Consecutive2 YrsInformation Management AssociationConsecutive2 YrsCathay Financial HoldingsConsecutive5 YrsE.SUN BankCumulative12 YrsMySQLCumulative6 YrsBerry AINitra

Silver

Cumulative16 YrsGamesofa Inc.

Bronze

KKTIXNational Center for High-performance ComputingONLYOFFICEQNAP Systems, Inc.Consecutive16 YrsThe Archilife Research FoundationSUN SQUARE Co., Ltd

Friend

Consecutive3 YrsAndes Technology CorporationAppier

Special Thanks

Consecutive2 YrsDepartment of Information Technology, Taipei City GovernmentSiFiveRozeta AI

Co-host

Collaborator9 YrsNTUST - Department of Electronic and Computer Engineering

Co-organizer

Collaborator12 YrsOpen Culture Foundation

COSCUP x UbuCon Asia 2026

Conference for Open Source Coders, Users, and Promoters | Asia's largest open source community conference.

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