Pith Number

pith:FAR3CU5M

pith:2018:FAR3CU5MV4D7QUI4J3G7LXQXVV

not attested not anchored not stored refs pending

Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks

Alina Oprea, Ambra Demontis, Battista Biggio, Cristina Nita-Rotaru, Fabio Roli, Marco Melis, Matthew Jagielski, Maura Pintor

arxiv:1809.02861 v4 · 2018-09-08 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FAR3CU5MV4D7QUI4J3G7LXQXVV}

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

Feature-level analysis and adversarial transfer in rotationally equivariant quantum machine learning

Receipt and verification

First computed	2026-05-17T23:43:28.262789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2823b153acaf07f8511c4ecdf5de17ad63f11f1a74304aafdfc26bd3fdce9c51

Aliases

arxiv: 1809.02861 · arxiv_version: 1809.02861v4 · doi: 10.48550/arxiv.1809.02861 · pith_short_12: FAR3CU5MV4D7 · pith_short_16: FAR3CU5MV4D7QUI4 · pith_short_8: FAR3CU5M

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/FAR3CU5MV4D7QUI4J3G7LXQXVV \
  | 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: 2823b153acaf07f8511c4ecdf5de17ad63f11f1a74304aafdfc26bd3fdce9c51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e27cabb0a7220d5f45fb812e5a378d5ce6dc1b3cb21627a54d95fbf39ebd1128",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-08T19:44:47Z",
    "title_canon_sha256": "28b06cbe180232bc3a7fe3d21f1c16c01525c25c664c821cc4bf6712f55b8adb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.02861",
    "kind": "arxiv",
    "version": 4
  }
}