Publication teasers

Publication teasers

The WebP images are resized copies of the original research figures for the publication list. Transparent backgrounds are rendered on white. Original project assets are unchanged. SVG sources are noted below.

• benchmark-privacy.webp: Final static frame of the overview animation on the BenchmarkPrivacy project page, created by Bartłomiej Marek. Source: static/images/schema_iclrpptx_gif.gif on that page.
• freqiar.webp: FreqIAR_poster/FreqIAR_poster/figures/IAR_backdoor_framework.png from the local FreqIAR poster sources.
• post.webp: projects/POST/POST_v2.png in this repository.
• spa.webp: projects/SPA/System_overview.png in this repository.
• agentprov.webp: Rendered from ARR_26may/arxiv_paper/figs/teaser.pdf. The website export excludes the draft color palette below the illustration; the research illustration itself is unchanged. Paper: https://arxiv.org/abs/2609.00052.
• privacy-cliff-cascade.svg: Current teaser, copied from projects/PrivacyCliff/cascade-probing.svg, the camera-ready Figure 2 exported on 2026-10-18. It shows differential queries, strategy discovery, and cascading inference. The teaser links to the project page; no manuscript link is exposed.
• privacy-cliff-camera-ready.svg: Retained setup figure, exported from figures/setup_camera_ready.pdf (Figure 1) on 2026-10-18. Superseded as the publication teaser by the Cascade Probing figure above.
• privacy-cliff.svg: Retained earlier schematic, based on Figures 1–2 of the 2026-10-13 manuscript. Superseded by the camera-ready figure above.

To add a teaser to another publication, set header.teaser (relative to images/), header.teaser_alt, header.teaser_width, and header.teaser_height in its front matter. The figure links to the project page, or to the paper if no project page is set. When neither is available, the teaser is displayed without a link.