Pith Number

pith:GDUO47HH

pith:2021:GDUO47HHZXGOXVQ7VFFCD5BIQI

not attested not anchored not stored refs pending

Adversarial Online Learning with Variable Plays in the Pursuit-Evasion Game: Theoretical Foundations and Application in Connected and Automated Vehicle Cybersecurity

Neda Masoud, Yiyang Wang

arxiv:2110.14078 v1 · 2021-10-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GDUO47HHZXGOXVQ7VFFCD5BIQI}

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	2026-07-05T03:26:23.582139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30e8ee7ce7cdccebd61fa94a21f42882069871035a101e6563730b23e01cf0c2

Aliases

arxiv: 2110.14078 · arxiv_version: 2110.14078v1 · doi: 10.48550/arxiv.2110.14078 · pith_short_12: GDUO47HHZXGO · pith_short_16: GDUO47HHZXGOXVQ7 · pith_short_8: GDUO47HH

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/GDUO47HHZXGOXVQ7VFFCD5BIQI \
  | 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: 30e8ee7ce7cdccebd61fa94a21f42882069871035a101e6563730b23e01cf0c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6271a761650c1736af1723cb24eb741f157d5fac36f2523292b04fba0b0eb377",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-26T23:09:42Z",
    "title_canon_sha256": "999aa9c347e8eb83560b425bc681d0ac205fcc09fe17978609cb174b6696a9fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14078",
    "kind": "arxiv",
    "version": 1
  }
}