Pith Number

pith:YSHMAK4G

pith:2019:YSHMAK4GAOZBTP5DXE5DERM4BV

not attested not anchored not stored refs pending

A Survey of Black-Box Adversarial Attacks on Computer Vision Models

Arun Balaji Buduru, Avinash Tulasi, Siddhant Bhambri, Sumanyu Muku

arxiv:1912.01667 v3 · 2019-12-03 · cs.LG · cs.CR · cs.CV · stat.ML

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\usepackage{pith}
\pithnumber{YSHMAK4GAOZBTP5DXE5DERM4BV}

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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

2 papers in Pith

False Alarms, Real Damage: Adversarial Attacks Using LLM-based Models on Text-based Cyber Threat Intelligence Systems

A Unified Perspective on Adversarial Membership Manipulation in Vision Models

Receipt and verification

First computed	2026-07-05T00:38:55.610486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c48ec02b8603b219bfa3b93a32459c0d49fe3147fdb8115776a0de9aca3b0979

Aliases

arxiv: 1912.01667 · arxiv_version: 1912.01667v3 · doi: 10.48550/arxiv.1912.01667 · pith_short_12: YSHMAK4GAOZB · pith_short_16: YSHMAK4GAOZBTP5D · pith_short_8: YSHMAK4G

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/YSHMAK4GAOZBTP5DXE5DERM4BV \
  | 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: c48ec02b8603b219bfa3b93a32459c0d49fe3147fdb8115776a0de9aca3b0979

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24abebabab1981424e4f57504b82fc16cc048c3f504fee83b1e20db23216c784",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-03T20:06:49Z",
    "title_canon_sha256": "9279101310375a7c58d79f7b1c8e0c3c043f005feb924978c28a04e0f8dd006f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.01667",
    "kind": "arxiv",
    "version": 3
  }
}