Pith. sign in
Pith Number

pith:IFXX25YI

pith:2021:IFXX25YIUM277K4RVVRJXRLX25
not attested not anchored not stored refs pending

Zero-bias Deep Learning Enabled Quick and Reliable Abnormality Detection in IoT

Houbing Song, Jianqiang Li, Jian Wang, Shuteng Niu, Yongxin Liu

arxiv:2105.15098 v1 · 2021-04-08 · cs.NI · cs.LG · cs.PF

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IFXX25YIUM277K4RVVRJXRLX25}

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 2026-07-05T02:44:44.843234Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

416f7d7708a335ffab91ad629bc577d74c96f261a26e7913b1ccdcf30a5bb104

Aliases

arxiv: 2105.15098 · arxiv_version: 2105.15098v1 · doi: 10.48550/arxiv.2105.15098 · pith_short_12: IFXX25YIUM27 · pith_short_16: IFXX25YIUM277K4R · pith_short_8: IFXX25YI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IFXX25YIUM277K4RVVRJXRLX25 \
  | 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: 416f7d7708a335ffab91ad629bc577d74c96f261a26e7913b1ccdcf30a5bb104
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2d049da6c3eba3a2ef96241455f7f76d9685ac55c3c423a84494eab66a25109a",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2021-04-08T03:31:50Z",
    "title_canon_sha256": "430223f69738d00dc0266d8172cd5b766b3f94269ec6536ad8173d5c02a0fad9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.15098",
    "kind": "arxiv",
    "version": 1
  }
}