Pith Number

pith:GLGF2AN5

pith:2019:GLGF2AN5YJB4T5K5FSKXNRIKXS

not attested not anchored not stored refs pending

Learning to Cope with Adversarial Attacks

Aaron Havens, Girish Chowdhary, Soumik Sarkar, Xian Yeow Lee

arxiv:1906.12061 v1 · 2019-06-28 · cs.LG · cs.CR · 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{GLGF2AN5YJB4T5K5FSKXNRIKXS}

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	2026-05-17T23:41:59.384550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32cc5d01bdc243c9f55d2c9576c50abc9de76ea0aa0f628313ba1f9399728fb4

Aliases

arxiv: 1906.12061 · arxiv_version: 1906.12061v1 · doi: 10.48550/arxiv.1906.12061 · pith_short_12: GLGF2AN5YJB4 · pith_short_16: GLGF2AN5YJB4T5K5 · pith_short_8: GLGF2AN5

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/GLGF2AN5YJB4T5K5FSKXNRIKXS \
  | 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: 32cc5d01bdc243c9f55d2c9576c50abc9de76ea0aa0f628313ba1f9399728fb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c84c7e556060e30e377ff8e5b51c58ab756708ae5d5ebf508cf3b15859585fd",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-28T07:10:30Z",
    "title_canon_sha256": "e598ffb0f271a6fad2df627e9423dbeed817a415c95da6351d77ce917e9a6091"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.12061",
    "kind": "arxiv",
    "version": 1
  }
}