Pith Number

pith:ESLYKMMC

pith:2025:ESLYKMMCWQLNPXGCACQ3M2CZSD

not attested not anchored not stored refs pending

Unveiling and Mitigating Adversarial Vulnerabilities in Iterative Optimizers

Caroline Chaux, Elad Sofer, Nir Shlezinger, Tomer Shaked

arxiv:2504.19000 v1 · 2025-04-26 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ESLYKMMCWQLNPXGCACQ3M2CZSD}

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

On Inverse Problems, Parameter Estimation, and Domain Generalization

Receipt and verification

First computed	2026-07-05T10:54:50.308158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2497853182b416d7dcc200a1b6685990e79255893db0b17e06a2dd70554f6167

Aliases

arxiv: 2504.19000 · arxiv_version: 2504.19000v1 · doi: 10.48550/arxiv.2504.19000 · pith_short_12: ESLYKMMCWQLN · pith_short_16: ESLYKMMCWQLNPXGC · pith_short_8: ESLYKMMC

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/ESLYKMMCWQLNPXGCACQ3M2CZSD \
  | 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: 2497853182b416d7dcc200a1b6685990e79255893db0b17e06a2dd70554f6167

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0fce3b5faa73189092b9814ae8d4b3006db152f694debd28f20f8558f7ce112",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-26T19:03:54Z",
    "title_canon_sha256": "2cb906e29e148482db362e5d73a0b06fd93ad9b7d1541911e48316555f04a76b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19000",
    "kind": "arxiv",
    "version": 1
  }
}