Pith Number

pith:NX3P452E

pith:2024:NX3P452EPCKEXCKJIIU62H5P5C

not attested not anchored not stored refs pending

Enhancing Adversarial Text Attacks on BERT Models with Projected Gradient Descent

Hetvi Waghela, Jaydip Sen, Sneha Rakshit

arxiv:2407.21073 v1 · 2024-07-29 · cs.LG · cs.CL · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NX3P452EPCKEXCKJIIU62H5P5C}

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.

Receipt and verification

First computed	2026-07-05T08:50:33.627437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6df6fe774478944b89494229ed1fafe8976d40045582f1c68d8e827990cb24b8

Aliases

arxiv: 2407.21073 · arxiv_version: 2407.21073v1 · doi: 10.48550/arxiv.2407.21073 · pith_short_12: NX3P452EPCKE · pith_short_16: NX3P452EPCKEXCKJ · pith_short_8: NX3P452E

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/NX3P452EPCKEXCKJIIU62H5P5C \
  | 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: 6df6fe774478944b89494229ed1fafe8976d40045582f1c68d8e827990cb24b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bb495c8438ed9e87282751c528a841ce0b097f312d99d9b2cf601663e331ea9",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-29T09:07:29Z",
    "title_canon_sha256": "5161a68dc8e932d17292f6e35610cf060dff6a7135a8262560a4f30c09051320"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.21073",
    "kind": "arxiv",
    "version": 1
  }
}