pith. sign in
Pith Number

pith:TNOZFOST

pith:2021:TNOZFOSTZETSD4SPRZ7OBW3DJP
not attested not anchored not stored refs pending

Flow-based SVDD for anomaly detection

Jacek Tabor, {\L}ukasz Maziarka, {\L}ukasz Struski, Marcin Sendera, Marek \'Smieja, Przemys{\l}aw Spurek

arxiv:2108.04907 v1 · 2021-08-10 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TNOZFOSTZETSD4SPRZ7OBW3DJP}

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 2026-07-05T03:07:15.615366Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9b5d92ba53c92721f24f8e7ee0db634bc3870ab50593110e5b1e2703494c30dc

Aliases

arxiv: 2108.04907 · arxiv_version: 2108.04907v1 · doi: 10.48550/arxiv.2108.04907 · pith_short_12: TNOZFOSTZETS · pith_short_16: TNOZFOSTZETSD4SP · pith_short_8: TNOZFOST
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TNOZFOSTZETSD4SPRZ7OBW3DJP \
  | 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: 9b5d92ba53c92721f24f8e7ee0db634bc3870ab50593110e5b1e2703494c30dc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7cbb36abe3c106a68e896c82b7fbe90493f9edafc472e1f21f03bd78ae962a25",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-10T20:33:15Z",
    "title_canon_sha256": "f3791436bde50cb975e0eb63044d65987e95b6ecce8c734140dac256f677b15f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.04907",
    "kind": "arxiv",
    "version": 1
  }
}