Pith Number

pith:B7U7PR2G

pith:2020:B7U7PR2GZ5UO2LIFMOT6JWPAOS

not attested not anchored not stored refs pending

Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models

Jonathan Mitchell, Mitch Hill, Song-Chun Zhu

arxiv:2005.13525 v2 · 2020-05-27 · stat.ML · cs.CR · 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{B7U7PR2GZ5UO2LIFMOT6JWPAOS}

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

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation

Receipt and verification

First computed	2026-07-05T02:24:29.333149Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fe9f7c746cf68ed2d0563a7e4d9e074b8f7740af63761f656582eacf54b8ad0

Aliases

arxiv: 2005.13525 · arxiv_version: 2005.13525v2 · doi: 10.48550/arxiv.2005.13525 · pith_short_12: B7U7PR2GZ5UO · pith_short_16: B7U7PR2GZ5UO2LIF · pith_short_8: B7U7PR2G

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/B7U7PR2GZ5UO2LIFMOT6JWPAOS \
  | 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: 0fe9f7c746cf68ed2d0563a7e4d9e074b8f7740af63761f656582eacf54b8ad0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c447b242aeb32d1ed9e3d60aaad670807d2874d66e50569205786c820aee6b5",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-05-27T17:53:36Z",
    "title_canon_sha256": "ae24fcb301b88a6137c782fd8b08fac6550799400550297d84218cda37c53f36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.13525",
    "kind": "arxiv",
    "version": 2
  }
}