Pith Number

pith:LLVXHC2J

pith:2018:LLVXHC2JPKU6N4LYH3JYWJONS6

not attested not anchored not stored refs pending

Leveraging Class Similarity to Improve Deep Neural Network Robustness

David Chan, Mohammad Mahoor, Pooran Singh Negi

arxiv:1812.09744 v2 · 2018-12-23 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LLVXHC2JPKU6N4LYH3JYWJONS6}

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	2026-05-17T23:57:21.044706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5aeb738b497aa9e6f1783ed38b25cd97aae16716949036c2e7ebc02241edc16e

Aliases

arxiv: 1812.09744 · arxiv_version: 1812.09744v2 · doi: 10.48550/arxiv.1812.09744 · pith_short_12: LLVXHC2JPKU6 · pith_short_16: LLVXHC2JPKU6N4LY · pith_short_8: LLVXHC2J

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/LLVXHC2JPKU6N4LYH3JYWJONS6 \
  | 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: 5aeb738b497aa9e6f1783ed38b25cd97aae16716949036c2e7ebc02241edc16e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f23f2fc511e81244df8727b9924560b4608f3eb1fef8b1a947dec00117e0caef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-12-23T17:33:29Z",
    "title_canon_sha256": "957932d27b24b0ed37df2d41cfc0f0ae5bf8d1a451065fc9b1183b34b8b87c26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.09744",
    "kind": "arxiv",
    "version": 2
  }
}