Pith Number

pith:EKQC7PWE

pith:2025:EKQC7PWEIN6YOBIQ4U6KM77G2L

not attested not anchored not stored refs pending

Exploring Secure Machine Learning Through Payload Injection and FGSM Attacks on ResNet-50

Bicky Yadav, Gaurav Kumar Gupta, Suman Niroula, Umesh Yadav

arxiv:2501.02147 v2 · 2025-01-04 · cs.CR · 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{EKQC7PWEIN6YOBIQ4U6KM77G2L}

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	2026-07-05T10:02:26.029404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22a02fbec4437d870510e53ca67fe6d2fe1596dd222f44695b984e5fe5bcc3ac

Aliases

arxiv: 2501.02147 · arxiv_version: 2501.02147v2 · doi: 10.48550/arxiv.2501.02147 · pith_short_12: EKQC7PWEIN6Y · pith_short_16: EKQC7PWEIN6YOBIQ · pith_short_8: EKQC7PWE

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/EKQC7PWEIN6YOBIQ4U6KM77G2L \
  | 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: 22a02fbec4437d870510e53ca67fe6d2fe1596dd222f44695b984e5fe5bcc3ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1571465430a3b212aa452b9590447d35e8a3b9c3251c60321c60c806657f9e59",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-04T00:21:23Z",
    "title_canon_sha256": "85def36dff251ef6952ff593cc83ba7e78173d63fb82a37940a9de9bfa431c77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02147",
    "kind": "arxiv",
    "version": 2
  }
}