Pith Number

pith:DKCESNKT

pith:2023:DKCESNKTULVZANJF6ZRN4AAYCW

not attested not anchored not stored refs pending

Real-time Network Intrusion Detection via Decision Transformers

Gina Adam, Hanhan Zhou, Jingdi Chen, Nathaniel D. Bastian, Tian Lan, Yongsheng Mei

arxiv:2312.07696 v2 · 2023-12-12 · cs.CR · 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{DKCESNKTULVZANJF6ZRN4AAYCW}

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

Into the Void: Mapping the Unseen Gaps in High Dimensional Data

Receipt and verification

First computed	2026-07-05T07:24:58.078235Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a84493553a2eb903525f662de00181589c5a155146c2044375cca03b08dada0

Aliases

arxiv: 2312.07696 · arxiv_version: 2312.07696v2 · doi: 10.48550/arxiv.2312.07696 · pith_short_12: DKCESNKTULVZ · pith_short_16: DKCESNKTULVZANJF · pith_short_8: DKCESNKT

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/DKCESNKTULVZANJF6ZRN4AAYCW \
  | 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: 1a84493553a2eb903525f662de00181589c5a155146c2044375cca03b08dada0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3343f9fa129ce3b5d66464f54d681294be1f6da09408abab44eb6de34d43fc64",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-12-12T19:42:03Z",
    "title_canon_sha256": "02fef6dfcd25c39697cfe6e08635321c69bf314fa34723bc8f219ead63a912d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07696",
    "kind": "arxiv",
    "version": 2
  }
}