Pith Number

pith:2GTSOEPY

pith:2019:2GTSOEPYRW2IQMTTYU5CFATTJ2

not attested not anchored not stored refs pending

Limits of Deepfake Detection: A Robust Estimation Viewpoint

Lav R. Varshney, Sakshi Agarwal

arxiv:1905.03493 v1 · 2019-05-09 · cs.LG · cs.AI · cs.IT · math.IT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2GTSOEPYRW2IQMTTYU5CFATTJ2}

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.

Cited by

1 paper in Pith

Adversarial Attacks on Reinforcement Learning-based Medical Questionnaire Systems: Input-level Perturbation Strategies and Medical Constraint Validation

Receipt and verification

First computed	2026-05-17T23:46:37.613274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1a72711f88db4883273c53a2282734e80dc5d8a91e39f0840e720cd0fffbaa6

Aliases

arxiv: 1905.03493 · arxiv_version: 1905.03493v1 · doi: 10.48550/arxiv.1905.03493 · pith_short_12: 2GTSOEPYRW2I · pith_short_16: 2GTSOEPYRW2IQMTT · pith_short_8: 2GTSOEPY

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/2GTSOEPYRW2IQMTTYU5CFATTJ2 \
  | 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: d1a72711f88db4883273c53a2282734e80dc5d8a91e39f0840e720cd0fffbaa6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b6fa5946ba675d1d6c6946efaff195b215e2beb79036e8ced506ef1dfc2d657",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-09T09:01:08Z",
    "title_canon_sha256": "29db3e101b29afcff1677376b8cf91b1c53083f897fd38d120a726a63e4c91dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.03493",
    "kind": "arxiv",
    "version": 1
  }
}