Pith Number

pith:GUMDCNUX

pith:2023:GUMDCNUXXCQOW72SZ6SAF7VRON

not attested not anchored not stored refs pending

Explainable Label-flipping Attacks on Human Emotion Assessment System

Ahmed Y. Al Hammadi, Chan Yeob Yeun, Ernesto Damiani, Zhibo Zhang

arxiv:2302.04109 v1 · 2023-02-08 · 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{GUMDCNUXXCQOW72SZ6SAF7VRON}

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	2026-07-05T05:40:01.189479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3518313697b8a0eb7f52cfa402feb17368670078238038796668e7e8f70a721f

Aliases

arxiv: 2302.04109 · arxiv_version: 2302.04109v1 · doi: 10.48550/arxiv.2302.04109 · pith_short_12: GUMDCNUXXCQO · pith_short_16: GUMDCNUXXCQOW72S · pith_short_8: GUMDCNUX

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/GUMDCNUXXCQOW72SZ6SAF7VRON \
  | 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: 3518313697b8a0eb7f52cfa402feb17368670078238038796668e7e8f70a721f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5042aa32c87ddaf282653b54f0ab6d224c0b2a29abf774d9142ba221bb3fad53",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-08T15:04:27Z",
    "title_canon_sha256": "e691b9ac9fa7ddb548c1346cb7e91f74b9024c9217f162aa9d1b21ca1a985eb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.04109",
    "kind": "arxiv",
    "version": 1
  }
}