Pith Number

pith:TMWVIS6K

pith:2024:TMWVIS6KUQHDZ3VAWOHDOPFX2C

not attested not anchored not stored refs pending

Towards Adversarially Robust Vision-Language Models: Insights from Design Choices and Prompt Formatting Techniques

Alexis Roger, Daniel Z Kaplan, Irina Rish, Pouya Bashivan, Reza Bayat, Rishika Bhagwatkar, Shravan Nayak

arxiv:2407.11121 v1 · 2024-07-15 · cs.CV · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{TMWVIS6KUQHDZ3VAWOHDOPFX2C}

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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

Investigating Adversarial Robustness of Multi-modal Large Language Models

Receipt and verification

First computed	2026-07-05T08:44:18.854354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b2d544bcaa40e3ceea0b38e373cb7d0bf0e082f8aa63916dce873c1924e37ac

Aliases

arxiv: 2407.11121 · arxiv_version: 2407.11121v1 · doi: 10.48550/arxiv.2407.11121 · pith_short_12: TMWVIS6KUQHD · pith_short_16: TMWVIS6KUQHDZ3VA · pith_short_8: TMWVIS6K

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/TMWVIS6KUQHDZ3VAWOHDOPFX2C \
  | 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: 9b2d544bcaa40e3ceea0b38e373cb7d0bf0e082f8aa63916dce873c1924e37ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4754897e7883d8bd34f3a1860dafd437a75ffe0c815775ca74a8fb35e383735f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-15T18:00:01Z",
    "title_canon_sha256": "32ff2baeedd51fa348fab7e7e1e2cefad7f9bca6c01cc2182da3e864daa05e1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11121",
    "kind": "arxiv",
    "version": 1
  }
}