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      <title>Week 4: Insecure Output Handling — From Toy Demo to Real Attack Chains</title>
      <link>https://www.lynneredteamlog.tech/learning-log/week-04-insecure-output-handling/</link>
      <pubDate>Mon, 10 Aug 2026 00:00:00 +0000</pubDate>
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      <description>Building a toy XSS demo to understand why LLM output shouldn&amp;rsquo;t be trusted downstream, then tracing how this plays out in real CVEs and NVR-style natural language query systems.</description>
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      <title>Week 1: OWASP LLM Top 10 and Prompt Injection Testing on Llama 3 and Mistral</title>
      <link>https://www.lynneredteamlog.tech/learning-log/week-01-owasp-llm-top-10/</link>
      <pubDate>Sun, 05 Jul 2026 00:00:00 +0000</pubDate>
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      <description>Testing three prompt injection techniques against two local LLMs (Llama 3 8B and Mistral 7B) — direct override, roleplay jailbreak, and encoding obfuscation — to see how they hold up.</description>
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      <title>Week 2: RAG Pipeline Architecture Review</title>
      <link>https://www.lynneredteamlog.tech/learning-log/week-02-rag-architecture/</link>
      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
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      <description>Reviewing the two phases of my RAG pipeline — indexing and query — and drawing out the full data flow.</description>
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      <title>Week 3: RAG Pipeline</title>
      <link>https://www.lynneredteamlog.tech/learning-log/week-03-rag-pipeline/</link>
      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
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      <description>Testing whether a RAG pipeline can be hijacked by an instruction hidden inside a retrieved document — and why a task-specific prompt template may accidentally provide some resistance.</description>
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