Pith Number

pith:NLGYVYCM

pith:2024:NLGYVYCMV5TESJVTM57XGBHFDJ

not attested not anchored not stored refs pending

Backdooring Outlier Detection Methods: A Novel Attack Approach

Hossein Mirzaei, ZeinabSadat Taghavi

arxiv:2412.05010 v1 · 2024-12-06 · cs.LG · cs.AI · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NLGYVYCMV5TESJVTM57XGBHFDJ}

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

RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples

Receipt and verification

First computed	2026-07-05T09:45:27.370151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6acd8ae04caf664926b3677f7304e51a770a06fc5c0c7a91349977546c1872d0

Aliases

arxiv: 2412.05010 · arxiv_version: 2412.05010v1 · doi: 10.48550/arxiv.2412.05010 · pith_short_12: NLGYVYCMV5TE · pith_short_16: NLGYVYCMV5TESJVT · pith_short_8: NLGYVYCM

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/NLGYVYCMV5TESJVTM57XGBHFDJ \
  | 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: 6acd8ae04caf664926b3677f7304e51a770a06fc5c0c7a91349977546c1872d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4d1c2a0bf07369b62dd8f345eda224b83409d7c3593e280ea94fc125bd0dee1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-06T13:03:22Z",
    "title_canon_sha256": "d86ccc76d2213737e70bb8d749468acf12cb0e012f2f8a8d02a583d6183d641d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05010",
    "kind": "arxiv",
    "version": 1
  }
}