Pith Number

pith:4F55HYJL

pith:2021:4F55HYJLVRY2Y53XBTNXXFUJMM

not attested not anchored not stored refs pending

Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss

Aparna S. Varde, Bharath K. Samanthula, Boxiang Dong, Dawei Li, Hui (Wendy) Wang, Liang Zhao, Weifeng Sun

arxiv:2103.09713 v1 · 2021-03-17 · cs.CR · cs.AI · 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{4F55HYJLVRY2Y53XBTNXXFUJMM}

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	2026-07-05T02:24:06.643640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e17bd3e12bac71ac77770cdb7b968963053259770ee04b721da735c0a75d533c

Aliases

arxiv: 2103.09713 · arxiv_version: 2103.09713v1 · doi: 10.48550/arxiv.2103.09713 · pith_short_12: 4F55HYJLVRY2 · pith_short_16: 4F55HYJLVRY2Y53X · pith_short_8: 4F55HYJL

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/4F55HYJLVRY2Y53XBTNXXFUJMM \
  | 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: e17bd3e12bac71ac77770cdb7b968963053259770ee04b721da735c0a75d533c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90c2de7a0da6dd909c484d0b3175c37753483feadcdfe2ac13084e129059207f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-03-17T15:15:12Z",
    "title_canon_sha256": "02e11d2b00a41a64a4c879f714fc262a58c5538c6cb5c1debbebb1ec730c8442"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.09713",
    "kind": "arxiv",
    "version": 1
  }
}