Pith Number

pith:MQIODQ3K

pith:2024:MQIODQ3KWAE5GVX6P2JI5JNEPM

not attested not anchored not stored refs pending

Few-Shot Adversarial Prompt Learning on Vision-Language Models

Bo Han, Tongliang Liu, Xiaobo Xia, Yiwei Zhou, Zhiwei Lin

arxiv:2403.14774 v2 · 2024-03-21 · cs.CV · cs.CL · cs.CR · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MQIODQ3KWAE5GVX6P2JI5JNEPM}

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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

1 paper in Pith

FedAPT: Federated Adversarial Prompt Tuning for Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:24:33.354424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6410e1c36ab009d356fe7e928ea5a47b05df5a54abade577437076bcd5ba4c7b

Aliases

arxiv: 2403.14774 · arxiv_version: 2403.14774v2 · doi: 10.48550/arxiv.2403.14774 · pith_short_12: MQIODQ3KWAE5 · pith_short_16: MQIODQ3KWAE5GVX6 · pith_short_8: MQIODQ3K

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/MQIODQ3KWAE5GVX6P2JI5JNEPM \
  | 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: 6410e1c36ab009d356fe7e928ea5a47b05df5a54abade577437076bcd5ba4c7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19a700c5c064f19e4e63387ca39dee8926c8a4db6926d8e0e3a4a482b58d8d1f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-21T18:28:43Z",
    "title_canon_sha256": "9635da4faaec3216ae0f0acfe289c7b6106ffd69d513fe5fd974be1cdca29f10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.14774",
    "kind": "arxiv",
    "version": 2
  }
}