Pith Number

pith:VQZLPK5D

pith:2022:VQZLPK5D5KBTA5TICXAVGU37SV

not attested not anchored not stored refs pending

Alternating Objectives Generates Stronger PGD-Based Adversarial Attacks

Alexandros Potamianos, Efthymios Georgiou, Nikolaos Antoniou

arxiv:2212.07992 v1 · 2022-12-15 · cs.LG · cs.CR · 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{VQZLPK5D5KBTA5TICXAVGU37SV}

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.

Cited by

1 paper in Pith

Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks

Receipt and verification

First computed	2026-07-05T05:25:39.679577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac32b7aba3ea8330766815c153537f95602ecb086d5306a8c5ff941f0cd9c512

Aliases

arxiv: 2212.07992 · arxiv_version: 2212.07992v1 · doi: 10.48550/arxiv.2212.07992 · pith_short_12: VQZLPK5D5KBT · pith_short_16: VQZLPK5D5KBTA5TI · pith_short_8: VQZLPK5D

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/VQZLPK5D5KBTA5TICXAVGU37SV \
  | 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: ac32b7aba3ea8330766815c153537f95602ecb086d5306a8c5ff941f0cd9c512

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "259e29d095d28faead431e879eea1ddd0539a97cb4e41ec49888ed384d4e30bb",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-15T17:44:31Z",
    "title_canon_sha256": "533a5ec806318879952050f5c448621c88f511c6397ee4c0e0389a4fc3922763"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.07992",
    "kind": "arxiv",
    "version": 1
  }
}