Pith. sign in
Pith Number

pith:IO2FV5S5

pith:2023:IO2FV5S5ZQZMEHJ3GKFOW47LU2
not attested not anchored not stored refs pending

Universal Adversarial Framework to Improve Adversarial Robustness for Diabetic Retinopathy Detection

Asif Ekbal, Baban Gain, Dibyanayan Bandyopadhyay, Samrat Mukherjee

arxiv:2312.08193 v1 · 2023-12-13 · eess.IV · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IO2FV5S5ZQZMEHJ3GKFOW47LU2}

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 2026-07-05T07:23:42.794721Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

43b45af65dcc32c21d3b328aeb73eba69a0c42fee46c94d521a13fe706db67c6

Aliases

arxiv: 2312.08193 · arxiv_version: 2312.08193v1 · doi: 10.48550/arxiv.2312.08193 · pith_short_12: IO2FV5S5ZQZM · pith_short_16: IO2FV5S5ZQZMEHJ3 · pith_short_8: IO2FV5S5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IO2FV5S5ZQZMEHJ3GKFOW47LU2 \
  | 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: 43b45af65dcc32c21d3b328aeb73eba69a0c42fee46c94d521a13fe706db67c6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5f20b0c6f0d4b25ecf8742d2f3647cb761feb9f7c1a8a3d3cdfa24466ae50b8e",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-12-13T14:58:17Z",
    "title_canon_sha256": "90ce24ecedd92b546db1ec7ca6d7a89a1d170fdbe896fcffce975dd5b90e81fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08193",
    "kind": "arxiv",
    "version": 1
  }
}