Pith Number

pith:57KIWGXA

pith:2026:57KIWGXA3SG2RLGCLHVMJM5J3D

not attested not anchored not stored refs pending

A Mechanistic Analysis of Adversarial Fine-tuning of Vision Transformers

Dylan Hadfield-Menell (Massachusetts Institute of Technology), Hannah Gao (Massachusetts Institute of Technology), Isha Agarwal (Massachusetts Institute of Technology), Rachel Ma (Massachusetts Institute of Technology)

arxiv:2606.07593 v1 · 2026-05-28 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{57KIWGXA3SG2RLGCLHVMJM5J3D}

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	2026-06-09T00:04:44.254456Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efd48b1ae0dc8da8acc259eac4b3a9d8f9585a06d3658664398e0c3cd41e2e86

Aliases

arxiv: 2606.07593 · arxiv_version: 2606.07593v1 · doi: 10.48550/arxiv.2606.07593 · pith_short_12: 57KIWGXA3SG2 · pith_short_16: 57KIWGXA3SG2RLGC · pith_short_8: 57KIWGXA

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/57KIWGXA3SG2RLGCLHVMJM5J3D \
  | 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: efd48b1ae0dc8da8acc259eac4b3a9d8f9585a06d3658664398e0c3cd41e2e86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65f2066aa468d1255bcbadb951163968c8c5b03706de2b3d239861875044e9b9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-28T17:30:49Z",
    "title_canon_sha256": "eb7d21b6465298f04666b3dd57bf4f949eaddbde06fbacd545aa964e6b16306f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07593",
    "kind": "arxiv",
    "version": 1
  }
}