Pith Number

pith:DY6WY5IY

pith:2025:DY6WY5IYPLIGKLYMC33P7R6BJI

not attested not anchored not stored refs pending

Improving Adversarial Robustness of Zero-Shot CLIP with Confidence-Aware Weighting

Mostafa Tavassolipour, Nikoo Naghavian

arxiv:2510.02913 v2 · 2025-10-03 · 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{DY6WY5IYPLIGKLYMC33P7R6BJI}

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	2026-07-28T01:22:23.354981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e3d6c75187ad0652f0c16f6ffc7c14a2d07d874619b5f74d5d5dde92f945c47

Aliases

arxiv: 2510.02913 · arxiv_version: 2510.02913v2 · doi: 10.48550/arxiv.2510.02913 · pith_short_12: DY6WY5IYPLIG · pith_short_16: DY6WY5IYPLIGKLYM · pith_short_8: DY6WY5IY

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/DY6WY5IYPLIGKLYMC33P7R6BJI \
  | 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: 1e3d6c75187ad0652f0c16f6ffc7c14a2d07d874619b5f74d5d5dde92f945c47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f261b1176330134b80394eab5aa47bca288a44459e5fc61a3970756d53dc84f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-10-03T11:36:02Z",
    "title_canon_sha256": "541de818387cd8b9c0dbdfba44de7fca892f44085320bbf8225ada9ce406befb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.02913",
    "kind": "arxiv",
    "version": 2
  }
}