Pith Number

pith:775K5QPV

pith:2025:775K5QPVWHJNZ5SJXBIPUMMJSM

not attested not anchored not stored refs pending

Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security

Hao Sun, Junyu Gao, Muzhi Dai, Shixuan Liu, Xuelong Li, Zhiyuan Zhao

arxiv:2507.22037 v1 · 2025-07-29 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{775K5QPVWHJNZ5SJXBIPUMMJSM}

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

2 papers in Pith

FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving

FedNSAM:Consistency of Local and Global Flatness for Federated Learning

Receipt and verification

First computed	2026-07-05T11:45:12.010664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fffaaec1f5b1d2dcf649b850fa3189933c265fd60c41f11cd46c1fd152794d08

Aliases

arxiv: 2507.22037 · arxiv_version: 2507.22037v1 · doi: 10.48550/arxiv.2507.22037 · pith_short_12: 775K5QPVWHJN · pith_short_16: 775K5QPVWHJNZ5SJ · pith_short_8: 775K5QPV

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/775K5QPVWHJNZ5SJXBIPUMMJSM \
  | 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: fffaaec1f5b1d2dcf649b850fa3189933c265fd60c41f11cd46c1fd152794d08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c2a71fe97d338bc3c18945510754bef5be395876e422638c692bff0124d4bc8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-29T17:39:48Z",
    "title_canon_sha256": "8a40b146b4847373991a40dcfc6f7951f1490f9aea9d27cd8468072e3d29d4b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22037",
    "kind": "arxiv",
    "version": 1
  }
}