Pith Number

pith:G5UJWN67

pith:2025:G5UJWN67FNTTLY22MR7H6SRNSY

not attested not anchored not stored refs pending

Breaking the Illusion of Security via Interpretation: Interpretable Vision Transformer Systems under Attack

Eldor Abdukhamidov, Hyoungshick Kim, Mohammed Abuhamad, Simon S. Woo, Tamer AbuHmed

arxiv:2507.14248 v1 · 2025-07-18 · cs.CR · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G5UJWN67FNTTLY22MR7H6SRNSY}

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	2026-07-05T11:40:02.740885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37689b37df2b6735e35a647e7f4a2d960cb4facf1ed17117cca2ceb085e24dd8

Aliases

arxiv: 2507.14248 · arxiv_version: 2507.14248v1 · doi: 10.48550/arxiv.2507.14248 · pith_short_12: G5UJWN67FNTT · pith_short_16: G5UJWN67FNTTLY22 · pith_short_8: G5UJWN67

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/G5UJWN67FNTTLY22MR7H6SRNSY \
  | 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: 37689b37df2b6735e35a647e7f4a2d960cb4facf1ed17117cca2ceb085e24dd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32218d4025c4f48ab746d953eae581183079632ad48fc8a1cffb049ab32550d0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-18T05:11:11Z",
    "title_canon_sha256": "3bab3907aebe4b2c132c168e2e6a3931a63f54361ba64d471738db35a20d359a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14248",
    "kind": "arxiv",
    "version": 1
  }
}