Pith. sign in
Pith Number

pith:TAS7CQXB

pith:2023:TAS7CQXBOPTKK5QGEYGXVO3IGZ
not attested not anchored not stored refs pending

Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks

Ahmad Beirami, Alex Beutel, Ananth Balashankar, Aradhana Sinha, Jilin Chen, Thi Avrahami

arxiv:2310.16955 v2 · 2023-10-25 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TAS7CQXBOPTKK5QGEYGXVO3IGZ}

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 2026-07-05T07:45:14.833673Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9825f142e173e6a57606260d7abb68367840e4855d1e7caaad57fd88cfd5d41a

Aliases

arxiv: 2310.16955 · arxiv_version: 2310.16955v2 · doi: 10.48550/arxiv.2310.16955 · pith_short_12: TAS7CQXBOPTK · pith_short_16: TAS7CQXBOPTKK5QG · pith_short_8: TAS7CQXB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TAS7CQXBOPTKK5QGEYGXVO3IGZ \
  | 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: 9825f142e173e6a57606260d7abb68367840e4855d1e7caaad57fd88cfd5d41a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "aab609c3cb73cc1499c73f2a592795c502ede6d5718f15bfb76f2b8f1138839e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-25T19:51:37Z",
    "title_canon_sha256": "f9e74cd94092c2b2648176f34ed90522f209e6a0bab2080aa1bf3ed24d9e9e20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16955",
    "kind": "arxiv",
    "version": 2
  }
}