Pith Number

pith:RZ6PM6PH

pith:2024:RZ6PM6PHHSXEP7AY5RCJAAYUZD

not attested not anchored not stored refs pending

AVSS: Layer Importance Evaluation in Large Language Models via Activation Variance-Sparsity Analysis

Sitan Huang, Yuxin Wu, Zhongfeng Kang, Zichen Song

arxiv:2411.02117 v1 · 2024-11-04 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RZ6PM6PHHSXEP7AY5RCJAAYUZD}

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

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling

Receipt and verification

First computed	2026-07-05T09:30:42.168072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e7cf679e73cae47fc18ec44900314c8cd10774cb768d4ecdac92debee0de1d3

Aliases

arxiv: 2411.02117 · arxiv_version: 2411.02117v1 · doi: 10.48550/arxiv.2411.02117 · pith_short_12: RZ6PM6PHHSXE · pith_short_16: RZ6PM6PHHSXEP7AY · pith_short_8: RZ6PM6PH

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/RZ6PM6PHHSXEP7AY5RCJAAYUZD \
  | 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: 8e7cf679e73cae47fc18ec44900314c8cd10774cb768d4ecdac92debee0de1d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6542b2e6405fb1b9525f6059a2fd99b9dd403cddf948a592b17b5b5d648e055",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-04T14:29:49Z",
    "title_canon_sha256": "809bc8eaf55c72cb1ea8d711cf672d3b4f1e2a589981f8f8cd6246f2223848a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02117",
    "kind": "arxiv",
    "version": 1
  }
}