Pith Number

pith:AA2NFI4J

pith:2026:AA2NFI4JZVQHDMS7UQRZESM26K

not attested not anchored not stored refs pending

Provable Robustness against Backdoor Attacks via the Primal-Dual Perspective on Differential Privacy

Aman Saxena, Jan Schuchardt, Stephan G\"unnemann, Yan Scholten

arxiv:2605.21780 v1 · 2026-05-20 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AA2NFI4JZVQHDMS7UQRZESM26K}

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

How Context Attribution Handles What the Model Already Knows

Receipt and verification

First computed	2026-05-22T01:03:32.255421Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0034d2a389cd6071b25fa42392499af29cf0d8b17803bf94697e7801fd4381c4

Aliases

arxiv: 2605.21780 · arxiv_version: 2605.21780v1 · doi: 10.48550/arxiv.2605.21780 · pith_short_12: AA2NFI4JZVQH · pith_short_16: AA2NFI4JZVQHDMS7 · pith_short_8: AA2NFI4J

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/AA2NFI4JZVQHDMS7UQRZESM26K \
  | 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: 0034d2a389cd6071b25fa42392499af29cf0d8b17803bf94697e7801fd4381c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8941a2c5a14c06f86938217f3677fa2103a18142fa9ff0eaf1bb4dab9c39847",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-20T22:17:29Z",
    "title_canon_sha256": "9744dc4b500de7cc4c0c7e689585873110c20f6441bb27e0ccecb9042718f681"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21780",
    "kind": "arxiv",
    "version": 1
  }
}