Pith Number

pith:X2F75UNA

pith:2025:X2F75UNACXPTVZ6EBJHPCAZ2C3

not attested not anchored not stored refs pending

AutoDetect: Designing an Autoencoder-based Detection Method for Poisoning Attacks on Object Detection Applications in the Military Domain

Alma M. Liezenga, Jip J. van Stijn, Klamer Schutte, Niels W. T. Brink, Puck de Haan, Stefan Wijnja, Yori Kamphuis

arxiv:2509.03179 v1 · 2025-09-03 · cs.CV · 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{X2F75UNACXPTVZ6EBJHPCAZ2C3}

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	2026-07-05T12:04:05.713712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be8bfed1a015df3ae7c40a4ef1033a16f71a3405203ac8f8afb7f78767aa83a8

Aliases

arxiv: 2509.03179 · arxiv_version: 2509.03179v1 · doi: 10.48550/arxiv.2509.03179 · pith_short_12: X2F75UNACXPT · pith_short_16: X2F75UNACXPTVZ6E · pith_short_8: X2F75UNA

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/X2F75UNACXPTVZ6EBJHPCAZ2C3 \
  | 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: be8bfed1a015df3ae7c40a4ef1033a16f71a3405203ac8f8afb7f78767aa83a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0b333157265fd8fcb7ddeeb89215afd29336086957f4de7fbd1f7929d071d9c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-03T10:05:02Z",
    "title_canon_sha256": "01e14844d8658e9f23d91bcf5352660d277ec2e5b4db2ebbeec24872073a0ef2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03179",
    "kind": "arxiv",
    "version": 1
  }
}