From a3f0bf74b3aa96ba25a18c4d813ef605607e66ae Mon Sep 17 00:00:00 2001 From: shiva108 Date: Sun, 7 Dec 2025 00:05:07 +0100 Subject: [PATCH] fix: standardise numbered list formatting in research gaps sections --- docs/Chapter_23_Advanced_Persistence_Chaining.md | 6 +++--- docs/Chapter_24_Social_Engineering_LLMs.md | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/Chapter_23_Advanced_Persistence_Chaining.md b/docs/Chapter_23_Advanced_Persistence_Chaining.md index c39c961..ab5213f 100644 --- a/docs/Chapter_23_Advanced_Persistence_Chaining.md +++ b/docs/Chapter_23_Advanced_Persistence_Chaining.md @@ -808,9 +808,9 @@ if __name__ == "__main__": **Current Research Gaps:** -1. **State Sanitization**: How to "reset" an LLM session to a safe state without wiping useful history. -2. **Untrusted Context Handling**: How to let an LLM read a "hostile" email without letting that email control the LLM. -3. **Agent Isolation**: Sandboxing autonomous agents so one compromised step doesn't doom the whole chain. +1. **State Sanitization**: How to "reset" an LLM session to a safe state without wiping useful history. +2. **Untrusted Context Handling**: How to let an LLM read a "hostile" email without letting that email control the LLM. +3. **Agent Isolation**: Sandboxing autonomous agents so one compromised step doesn't doom the whole chain. **Recommended Reading:** diff --git a/docs/Chapter_24_Social_Engineering_LLMs.md b/docs/Chapter_24_Social_Engineering_LLMs.md index 834eb7e..c07dafe 100644 --- a/docs/Chapter_24_Social_Engineering_LLMs.md +++ b/docs/Chapter_24_Social_Engineering_LLMs.md @@ -1051,9 +1051,9 @@ message = framework.generate_impersonation_message( **Current Research Gaps:** -1. **Voice Authenticity Detection**: Real-time detection of synthetic audio artifacts over phone lines. -2. **Cognitive Resilience**: Training _humans_ to detect AI-generated text patterns (which are becoming indistinguishable). -3. **Watermarking**: Reliable invisible watermarking for all AI-generated content (text/audio/video) to prove provenance. +1. **Voice Authenticity Detection**: Real-time detection of synthetic audio artifacts over phone lines. +2. **Cognitive Resilience**: Training _humans_ to detect AI-generated text patterns (which are becoming indistinguishable). +3. **Watermarking**: Reliable invisible watermarking for all AI-generated content (text/audio/video) to prove provenance. **Recommended Reading:**