Pith Number

pith:ZHA6KVRO

pith:2025:ZHA6KVROP35X4TTSI632UWB5DU

not attested not anchored not stored refs pending

REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective

Johannes Gasteiger, M. H. I. Abdalla, Simon Geisler, Stephan G\"unnemann, Tom Wollschl\"ager, Vincent Cohen-Addad

arxiv:2502.17254 v1 · 2025-02-24 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZHA6KVROP35X4TTSI632UWB5DU}

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

Black-box, Adaptive, Efficient, Transferable, Harmful, Applicable... Attacks Are All You Need to Break LLMs

Receipt and verification

First computed	2026-07-05T10:19:07.893354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9c1e5562e7efb7e4e7247b7aa583d1d0e3132fe358d55966f8928ffc462f990

Aliases

arxiv: 2502.17254 · arxiv_version: 2502.17254v1 · doi: 10.48550/arxiv.2502.17254 · pith_short_12: ZHA6KVROP35X · pith_short_16: ZHA6KVROP35X4TTS · pith_short_8: ZHA6KVRO

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/ZHA6KVROP35X4TTSI632UWB5DU \
  | 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: c9c1e5562e7efb7e4e7247b7aa583d1d0e3132fe358d55966f8928ffc462f990

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff5d987942976792ed674a12719684870d00e1dcf74def892c386d09f1561f61",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-24T15:34:48Z",
    "title_canon_sha256": "bfb882b4919f9d7868da8e0b4110a7e5ded9a4cb88e19c0323b7250b54cbde56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17254",
    "kind": "arxiv",
    "version": 1
  }
}