Pith Number

pith:VZIXKUPU

pith:2026:VZIXKUPUVOZ3AIP46SV4OUUDZH

not attested not anchored not stored refs pending

Statistically Undetectable Backdoors in Deep Neural Networks

Alon Rosen, Andrej Bogdanov, Neekon Vafa

arxiv:2607.09532 v1 · 2026-07-10 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VZIXKUPUVOZ3AIP46SV4OUUDZH}

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	2026-07-13T01:20:16.759717Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae517551f4abb3b021fcf4abc75283c9e5b15176b114b8a9c60f2ae1982b4000

Aliases

arxiv: 2607.09532 · arxiv_version: 2607.09532v1 · doi: 10.48550/arxiv.2607.09532 · pith_short_12: VZIXKUPUVOZ3 · pith_short_16: VZIXKUPUVOZ3AIP4 · pith_short_8: VZIXKUPU

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/VZIXKUPUVOZ3AIP46SV4OUUDZH \
  | 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: ae517551f4abb3b021fcf4abc75283c9e5b15176b114b8a9c60f2ae1982b4000

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf15a4dfe74956c2610fc5946d4a936b866ca8305634dc3c111df7d9d8d52c92",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-10T15:37:32Z",
    "title_canon_sha256": "2bb840b1daa045097ea2dc2e3c295da9a560d7cf24347b75abd11ee2279b57ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.09532",
    "kind": "arxiv",
    "version": 1
  }
}