Pith Number

pith:EDVLW45E

pith:2023:EDVLW45EP2OGOPBIZ3HXB3O7XT

not attested not anchored not stored refs pending

Poisoning Web-Scale Training Datasets is Practical

Andreas Terzis, Christopher A. Choquette-Choo, Daniel Paleka, Florian Tram\`er, Hyrum Anderson, Kurt Thomas, Matthew Jagielski, Nicholas Carlini, Will Pearce

arxiv:2302.10149 v2 · 2023-02-20 · 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{EDVLW45EP2OGOPBIZ3HXB3O7XT}

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

11 papers in Pith

Fixed-Set Robustness in Programming by Example: Example Corruption and Semantic Partition Recovery

Bit-Exact AI Inference Verification Without Performance Tradeoffs

Self-Study Reconsidered: The Hidden Fragility of Learning from Self-Generated QA

Small edits, large models: How Wikipedia advocacy shapes LLM values

Narrow Secret Loyalty Dodges Black-Box Audits

Receipt and verification

First computed	2026-07-05T08:15:35.086663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20eabb73a47e9c673c28cecf70eddfbcf89ba79995fd005c730e3d25dd4d3380

Aliases

arxiv: 2302.10149 · arxiv_version: 2302.10149v2 · doi: 10.48550/arxiv.2302.10149 · pith_short_12: EDVLW45EP2OG · pith_short_16: EDVLW45EP2OGOPBI · pith_short_8: EDVLW45E

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/EDVLW45EP2OGOPBIZ3HXB3O7XT \
  | 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: 20eabb73a47e9c673c28cecf70eddfbcf89ba79995fd005c730e3d25dd4d3380

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dc41654801322c16873eb96e51e5e5ea4a9071dd043d9bfa5f2347aa237353d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-02-20T18:30:54Z",
    "title_canon_sha256": "0b8ccb44a52cab3c6f5f3562c39da2e205d30b57c3997cc262b356c271763755"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.10149",
    "kind": "arxiv",
    "version": 2
  }
}