Pith Number

pith:H6S3WQG5

pith:2020:H6S3WQG5TSWB2FHUMOTYCXQVJT

not attested not anchored not stored refs pending

A Singular Value Perspective on Model Robustness

Farinaz Koushanfar, Maghav Kumar, Malhar Jere

arxiv:2012.03516 v1 · 2020-12-07 · 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{H6S3WQG5TSWB2FHUMOTYCXQVJT}

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

Detecting Adversarial Data via Provable Adversarial Noise Amplification

Receipt and verification

First computed	2026-07-05T01:57:30.473685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fa5bb40dd9cac1d14f463a7815e154ce6bfc444db80189372f063be48ce3726

Aliases

arxiv: 2012.03516 · arxiv_version: 2012.03516v1 · doi: 10.48550/arxiv.2012.03516 · pith_short_12: H6S3WQG5TSWB · pith_short_16: H6S3WQG5TSWB2FHU · pith_short_8: H6S3WQG5

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/H6S3WQG5TSWB2FHUMOTYCXQVJT \
  | 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: 3fa5bb40dd9cac1d14f463a7815e154ce6bfc444db80189372f063be48ce3726

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "323f73ee4f1c6ab750f39ec89bb1df8be0398d64f9c440113d6ea9c440e98436",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-12-07T08:09:07Z",
    "title_canon_sha256": "e58fec834a7ef83d1ef80a9bf0df4297701da1f70f69be24fa7cdb150f9c237d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.03516",
    "kind": "arxiv",
    "version": 1
  }
}