Pith Number

pith:ZVTDSAPW

pith:2023:ZVTDSAPW66EOXW2MOYFT63AIQW

not attested not anchored not stored refs pending

Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning

Ahmed Salem, Michael Backes, Rui Wen, Tianhao Wang, Yang Zhang

arxiv:2310.11397 v1 · 2023-10-17 · cs.CR · 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{ZVTDSAPW66EOXW2MOYFT63AIQW}

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

How Context Attribution Handles What the Model Already Knows

Receipt and verification

First computed	2026-07-05T07:01:54.933767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd663901f6f788ebdb4c760b3f6c088590587f5684dc1aeb00be1d5d90d4ef6c

Aliases

arxiv: 2310.11397 · arxiv_version: 2310.11397v1 · doi: 10.48550/arxiv.2310.11397 · pith_short_12: ZVTDSAPW66EO · pith_short_16: ZVTDSAPW66EOXW2M · pith_short_8: ZVTDSAPW

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/ZVTDSAPW66EOXW2MOYFT63AIQW \
  | 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: cd663901f6f788ebdb4c760b3f6c088590587f5684dc1aeb00be1d5d90d4ef6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "338e3b7b10e65044915b774b9bbc6cf7c0e0aadc9c59bba4927df004a7218ede",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-10-17T17:03:00Z",
    "title_canon_sha256": "5aab984494ed084bc1bf63221914864d7372537cb00968d31d02354864ee137c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11397",
    "kind": "arxiv",
    "version": 1
  }
}