Pith Number

pith:XM2R56GV

pith:2021:XM2R56GVBLT4M4SXMP7IBLECJ5

not attested not anchored not stored refs pending

A Unified Game-Theoretic Interpretation of Adversarial Robustness

Die Zhang, Jie Ren, Jie Shi, Lu Chen, Meng Zhou, Quanshi Zhang, Xin Wang, Xu Cheng, Yisen Wang, Yiting Chen, Zhanpeng Zhou

arxiv:2111.03536 v2 · 2021-11-05 · cs.LG · cs.AI · 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{XM2R56GVBLT4M4SXMP7IBLECJ5}

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

INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling

Receipt and verification

First computed	2026-07-05T03:29:53.707216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb351ef8d50ae7c6725763fe80ac824f7196088fe16b1b7040f1f11c9f278329

Aliases

arxiv: 2111.03536 · arxiv_version: 2111.03536v2 · doi: 10.48550/arxiv.2111.03536 · pith_short_12: XM2R56GVBLT4 · pith_short_16: XM2R56GVBLT4M4SX · pith_short_8: XM2R56GV

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/XM2R56GVBLT4M4SXMP7IBLECJ5 \
  | 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: bb351ef8d50ae7c6725763fe80ac824f7196088fe16b1b7040f1f11c9f278329

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6a254a9d28e353150c0def628fd1c577e078ab42349fa05594057914f7127e3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-05T14:57:49Z",
    "title_canon_sha256": "f4bfaad93104583e1982444e95cc471a29af367010a6912c0f2820839f0135a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.03536",
    "kind": "arxiv",
    "version": 2
  }
}