Master IASD · DataLab 2026

Adversarial robustness

A3 · Daily results

Updated 2026-11-14T04:03:44.843810+00:00 · Daily runs around 05:00 Paris time.

Podium

Student groups and references share the same ranking. Higher robust score is better.

No successful evaluation yet.

Daily progress

Drag to zoom horizontally and vertically; use the toolbar to pan/reset. Dots represent evaluations, not exhaustive GitHub activity.

Results

Score = L∞ accuracy + L2 accuracy (0–200). APGD-CE only, ε∞=0.03 and ε₂=0.5, one restart, EOT=5. Natural accuracy uses all batches. Errors are not zero scores.

Hover/focus ! to read a diagnostic; click to copy.

RankStatusSource
—
Reference
BestOf 2023 · 1
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Frozen referenceb7aeb296
—
Reference
BestOf 2023 · 2
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Frozen reference586874c6
—
Reference
BestOf 2024 · 1
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Frozen reference062b097d
—
Reference
BestOf 2024 · 2
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Frozen referencea27b93df
—
Reference
BestOf 2025 · 1
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Frozen referenced8d14251
—
Reference
BestOf 2025 · 2
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Frozen referencecc2935ac
—
Reference
BestOf Miles
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Frozen reference8e55f701
—
beyremmerdassi
Data 3
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Repositorye4f8621a
—
AugustinBouquillardchaylaalois
Fortis in adversis
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Repositorye52315d0
—
Zomack270
Group 5
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Repository92b0512e
—
HakimTaoufik
Group 7
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Repositoryc1c20cfc
—
joao-alcindoTbeck27-labrcuadro-IASD
Malandragem Adversarial
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Repositoryf9786271
—
yassinemethni
The Unperturbables
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Repository76d5d1ec
—
Dams0601leonhog
WhiteBox
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Repository69873c66
—
Reference
base_model
—————error Worker did not produce a result. bash: ligne 1: [server path]: Aucun fichier ou dossier de ce nom Frozen referencea05e6f5a

Time includes natural accuracy and both attack evaluations; it is not a pure inference latency. Dependency installation excluded. The code itself is not graded.