Pith Number

pith:L2VVN3NE

pith:2025:L2VVN3NEDTADU3VEDVRXTNJMST

not attested not anchored not stored refs pending

Adapting to Evolving Adversaries with Regularized Continual Robust Training

Arjun Bhagoji, Christian Cianfarani, Prateek Mittal, Sihui Dai, Vikash Sehwag

arxiv:2502.04248 v1 · 2025-02-06 · 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{L2VVN3NEDTADU3VEDVRXTNJMST}

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

Auto-ART: Structured Literature Synthesis and Automated Adversarial Robustness Testing

Receipt and verification

First computed	2026-07-05T10:10:35.745624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5eab56eda41cc03a6ea41d6379b52c94ed7c23198c9e0eeb5b51c00ddc68800c

Aliases

arxiv: 2502.04248 · arxiv_version: 2502.04248v1 · doi: 10.48550/arxiv.2502.04248 · pith_short_12: L2VVN3NEDTAD · pith_short_16: L2VVN3NEDTADU3VE · pith_short_8: L2VVN3NE

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/L2VVN3NEDTADU3VEDVRXTNJMST \
  | 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: 5eab56eda41cc03a6ea41d6379b52c94ed7c23198c9e0eeb5b51c00ddc68800c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09d88e885f53f3ac1a70f76faa821c0f236f26484c2621677c28d95cc33750b7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-06T17:38:41Z",
    "title_canon_sha256": "a71254cd8e26d4b4a107c6de35fa4931db301bf559f9b72d52737f9b0975485c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04248",
    "kind": "arxiv",
    "version": 1
  }
}