Pith Number

pith:F36K2MR4

pith:2021:F36K2MR4KAJXWL6X4IFPEK5OB6

not attested not anchored not stored refs pending

What Doesn't Kill You Makes You Robust(er): How to Adversarially Train against Data Poisoning

Gowthami Somepalli, Jonas Geiping, Liam Fowl, Micah Goldblum, Michael Moeller, Tom Goldstein

arxiv:2102.13624 v2 · 2021-02-26 · 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{F36K2MR4KAJXWL6X4IFPEK5OB6}

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

Pruning Strategies for Backdoor Defense in LLMs

Receipt and verification

First computed	2026-07-05T03:58:01.437624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2efcad323c50137b2fd7e20af22bae0f8ec46cc5396c75abec2f86969714ad14

Aliases

arxiv: 2102.13624 · arxiv_version: 2102.13624v2 · doi: 10.48550/arxiv.2102.13624 · pith_short_12: F36K2MR4KAJX · pith_short_16: F36K2MR4KAJXWL6X · pith_short_8: F36K2MR4

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/F36K2MR4KAJXWL6X4IFPEK5OB6 \
  | 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: 2efcad323c50137b2fd7e20af22bae0f8ec46cc5396c75abec2f86969714ad14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dec9e2cd14819f7c4bf3c71858f6d624ee141947e088fce841980cb09017dc7",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-26T17:54:36Z",
    "title_canon_sha256": "5d9c653e689a7d020d8bcead2d56b2072ca4c3fb23c2c8ca087b2fe23d596740"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.13624",
    "kind": "arxiv",
    "version": 2
  }
}