Pith Number

pith:EZREJC27

pith:2026:EZREJC27DXIUGLNFRR3P3D3B6M

not attested not anchored not stored refs pending

Beyond False Stability: High-Noise Drift Gating for Test-Time Adversarial Defenses in Vision-Language Models

Hashmat Shadab Malik, Muzammal Naseer, Salman Khan

arxiv:2606.03730 v1 · 2026-06-02 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZREJC27DXIUGLNFRR3P3D3B6M}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-03T01:06:05.618029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2662448b5f1dd1432da58c76fd8f61f325c8d7ab38b65853e9343f3606e50996

Aliases

arxiv: 2606.03730 · arxiv_version: 2606.03730v1 · doi: 10.48550/arxiv.2606.03730 · pith_short_12: EZREJC27DXIU · pith_short_16: EZREJC27DXIUGLNF · pith_short_8: EZREJC27

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/EZREJC27DXIUGLNFRR3P3D3B6M \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2662448b5f1dd1432da58c76fd8f61f325c8d7ab38b65853e9343f3606e50996

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21648074ca4d444dd3553948f28c48c4d09902d573c400fd602b235a46be357d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-02T14:49:04Z",
    "title_canon_sha256": "b009dea3bc28638bae9ccbf4fb23bad10e07faecca9ffeb3937e109bd9f22680"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03730",
    "kind": "arxiv",
    "version": 1
  }
}