Pith Number

pith:RQEAFSLQ

pith:2021:RQEAFSLQTQIHPKMDA22IDPXJVW

not attested not anchored not stored refs pending

10 Security and Privacy Problems in Large Foundation Models

Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong

arxiv:2110.15444 v3 · 2021-10-28 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RQEAFSLQTQIHPKMDA22IDPXJVW}

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

BESA: Boosting Encoder Stealing Attack with Perturbation Recovery

Receipt and verification

First computed	2026-07-05T06:18:58.295593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c0802c9709c1077a98306b481bee9ad900ed7070cecc7494d76551d81291f11

Aliases

arxiv: 2110.15444 · arxiv_version: 2110.15444v3 · doi: 10.48550/arxiv.2110.15444 · pith_short_12: RQEAFSLQTQIH · pith_short_16: RQEAFSLQTQIHPKMD · pith_short_8: RQEAFSLQ

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/RQEAFSLQTQIHPKMDA22IDPXJVW \
  | 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: 8c0802c9709c1077a98306b481bee9ad900ed7070cecc7494d76551d81291f11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94d012388f8a5bc543a3afc4979f5e20481985bc8aecb22e09fbff1a858af11b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-10-28T21:45:53Z",
    "title_canon_sha256": "db1478e07bb268c1327a3fba3fb05d62be3337f0dbfd2e337c03206880a4247d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.15444",
    "kind": "arxiv",
    "version": 3
  }
}