Pith Number

pith:REVI7G4D

pith:2022:REVI7G4DGIELMLFLYYGTVGFOML

not attested not anchored not stored refs pending

Adversarial Purification with the Manifold Hypothesis

Jing Zhang, Peter Tu, Richard Hartley, Zhaoyuan Yang, Zhiwei Xu

arxiv:2210.14404 v5 · 2022-10-26 · cs.LG · 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{REVI7G4DGIELMLFLYYGTVGFOML}

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

SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense

Receipt and verification

First computed	2026-07-05T07:26:35.552714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

892a8f9b833208b62cabc60d3a98ae62f5efbb02c15a5906f8bd0581f19efc01

Aliases

arxiv: 2210.14404 · arxiv_version: 2210.14404v5 · doi: 10.48550/arxiv.2210.14404 · pith_short_12: REVI7G4DGIEL · pith_short_16: REVI7G4DGIELMLFL · pith_short_8: REVI7G4D

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/REVI7G4DGIELMLFLYYGTVGFOML \
  | 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: 892a8f9b833208b62cabc60d3a98ae62f5efbb02c15a5906f8bd0581f19efc01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6b62ac0117bdb748bd68e39d453652284f07772cfe17de19cbfbe2255018685",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-26T01:00:57Z",
    "title_canon_sha256": "611833b20839a83222eef6837e00dff8e17813a374dd2d4ccfac296741a2ccdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.14404",
    "kind": "arxiv",
    "version": 5
  }
}