Pith Number

pith:QEKRAMFF

pith:2023:QEKRAMFFL7PVXVMEK7CM5TWOLK

not attested not anchored not stored refs pending

Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples

Furui Liu, Jie Qiao, Ruichu Cai, Yuxuan Zhu, Zefeng Liang, Zhifeng Hao

arxiv:2312.13628 v2 · 2023-12-21 · 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{QEKRAMFFL7PVXVMEK7CM5TWOLK}

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	2026-07-05T07:37:54.392709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81151030a55fdf5bd58457c4cecece5abdd187dc86f4487b8e226b810695c998

Aliases

arxiv: 2312.13628 · arxiv_version: 2312.13628v2 · doi: 10.48550/arxiv.2312.13628 · pith_short_12: QEKRAMFFL7PV · pith_short_16: QEKRAMFFL7PVXVME · pith_short_8: QEKRAMFF

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/QEKRAMFFL7PVXVMEK7CM5TWOLK \
  | 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: 81151030a55fdf5bd58457c4cecece5abdd187dc86f4487b8e226b810695c998

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53398d6499e5bf8c349ce08b2ddae0638f650e800c96564e98c2098a3332e036",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-21T07:38:59Z",
    "title_canon_sha256": "8d25be0b12832d80c23c12fddafe21ccac64e284e13fa62a92910d955d6f2b77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.13628",
    "kind": "arxiv",
    "version": 2
  }
}