Pith Number

pith:FXLCELF4

pith:2024:FXLCELF4ZBHEYMIJTS6NWOX7P7

not attested not anchored not stored refs pending

Fast Adversarial Training against Textual Adversarial Attacks

Kun He, Xin Liu, Yichen Yang

arxiv:2401.12461 v1 · 2024-01-23 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FXLCELF4ZBHEYMIJTS6NWOX7P7}

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

2 papers in Pith

Mitigating Error Amplification in Fast Adversarial Training

Unveiling the Backdoor Mechanism Hidden Behind Catastrophic Overfitting in Fast Adversarial Training

Receipt and verification

First computed	2026-07-05T07:49:36.116463Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dd6222cbcc84e4c31099cbcdb3aff7fe0cd5758be08435706748d589209b251

Aliases

arxiv: 2401.12461 · arxiv_version: 2401.12461v1 · doi: 10.48550/arxiv.2401.12461 · pith_short_12: FXLCELF4ZBHE · pith_short_16: FXLCELF4ZBHEYMIJ · pith_short_8: FXLCELF4

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/FXLCELF4ZBHEYMIJTS6NWOX7P7 \
  | 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: 2dd6222cbcc84e4c31099cbcdb3aff7fe0cd5758be08435706748d589209b251

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e3699859844bfd8d6e99ef2b89af41d333fedc3265a565bf7d800a2225f22d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-23T03:03:57Z",
    "title_canon_sha256": "ac976ba053e90257be46634d734ed9855f18b07b0fc97b5cb922c63576d65b4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12461",
    "kind": "arxiv",
    "version": 1
  }
}