Research Intelligence Workspace
Security research,
ranked and explained.
AI Scholar tracks offensive-security papers from arXiv, OpenAlex, and Crossref. Start with Atlas for the map, Digests for curated briefings, or the feed below when you want raw search, dossiers, and provenance trails.
Feed Window
Corpus coverage pending.
Tip: Research Domain and Study Type combine with AND. Try Fuzzing + Survey to find fuzzing surveys, or AI security + Empirical study.
The Atlas
Position shows topical neighbourhoods; color explains a second axis.
Position groups related papers. Color changes with the active layer.
Start with a spotlight below, then click any dot to open the paper dossier.
Spotlight a dense category to read the map faster.
The atlas is optimized for desktop
Open on a wider screen (≥640px) for the full interactive WebGL map. Position groups related papers; color encodes a second axis (surface, defense, method, or year).
4k-edge graph · expect jank on small screens
Plotting the map…
How this atlas is drawn
Every dot is one paper. Papers that share topics sit close together — the glowing clouds behind them are topic regions (binary exploitation, ML defense, side-channel, …).
The coloured swatch next to each paper encodes a different axis from position: Surface — vulnerability class, Defense — defensive technique, Method — study methodology, Temporal — publication year.
Click a legend row to spotlight that category. Click a dot for the paper dossier. More detail in the Help guide.