Pith. sign in
Pith Number

pith:GNGSA6YT

pith:2021:GNGSA6YTYCLHMA5DLKHJBG2ZIH
not attested not anchored not stored refs pending

ReinforceBug: A Framework to Generate Adversarial Textual Examples

Bushra Sabir, M. Ali Babar, Raj Gaire

arxiv:2103.08306 v1 · 2021-03-11 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GNGSA6YTYCLHMA5DLKHJBG2ZIH}

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 2026-07-05T02:22:59.129554Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

334d207b13c0967603a35a8e909b5941f050e33f9e8bf62ee1d1fd05da243cc0

Aliases

arxiv: 2103.08306 · arxiv_version: 2103.08306v1 · doi: 10.48550/arxiv.2103.08306 · pith_short_12: GNGSA6YTYCLH · pith_short_16: GNGSA6YTYCLHMA5D · pith_short_8: GNGSA6YT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GNGSA6YTYCLHMA5DLKHJBG2ZIH \
  | 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: 334d207b13c0967603a35a8e909b5941f050e33f9e8bf62ee1d1fd05da243cc0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c47003311e0cd4ca499bbe7c78137b94d6f8ec568033abca1bc5e6774b505e37",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-11T05:35:51Z",
    "title_canon_sha256": "4056d53ee93cda598fa97092def0b4621f06c6f77572b27a2d17e547042ec841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.08306",
    "kind": "arxiv",
    "version": 1
  }
}