Pith Number

pith:U5EDMTV4

pith:2022:U5EDMTV4XDE75FMIWF5RGTJM3B

not attested not anchored not stored refs pending

Poison Attack and Defense on Deep Source Code Processing Models

Ge Li, Huangzhao Zhang, Jia Li, Xing Hu, Xin Xia, Zhi Jin, Zhuo Li

arxiv:2210.17029 v1 · 2022-10-31 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U5EDMTV4XDE75FMIWF5RGTJM3B}

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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

ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff Analysis

Receipt and verification

First computed	2026-07-05T05:11:54.063132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a748364ebcb8c9fe9588b17b134d2cd86badcd5cf52c2461fc74456dc8ba5633

Aliases

arxiv: 2210.17029 · arxiv_version: 2210.17029v1 · doi: 10.48550/arxiv.2210.17029 · pith_short_12: U5EDMTV4XDE7 · pith_short_16: U5EDMTV4XDE75FMI · pith_short_8: U5EDMTV4

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/U5EDMTV4XDE75FMIWF5RGTJM3B \
  | 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: a748364ebcb8c9fe9588b17b134d2cd86badcd5cf52c2461fc74456dc8ba5633

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8229524e2f7120ec86fce64f990c4eefaa41c3591f2913de9165016d27160f23",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-10-31T03:06:40Z",
    "title_canon_sha256": "e222edddaa4299ff41a19b56461249c148ce5f79ab7292ea4388a8b79a5fcea1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.17029",
    "kind": "arxiv",
    "version": 1
  }
}