Field notes
2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.
Click the web, then scroll to zoom
Every note is in the list below. The web of topics draws here once the page has loaded.
3 of 2,343 notes match.
- Question answered
- Source note
- Topic
- Shared notes
Notes on ai in security
3 notes
Graph Is the Verifier: Agentic Reinforcement Learning for Interprocedural Vulnerability Detection
Researchers propose VulAgentRL, a framework for interprocedural vulnerability detection using agentic reinforcement learning (RL) and a Code Property Graph (CPG). The CPG verifies the evidence cited by the policy…
Beyond Success Rate: Cost-Aware Evaluation of Offensive and Defensive Security Agents
The authors propose a new approach for evaluating security agents, focusing on cost-effectiveness rather than just success rate. They evaluate language models on offensive and defensive tasks, comparing performance at…
Application of LLMs to Threat Assessment of Foreign Peacekeeping Missions
The authors propose using Large Language Models (LLMs) to help assess threats during foreign peacekeeping missions, specifically referencing their work with the EU Monitoring Mission in Georgia. They combine an…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
