Pith Number

pith:ZL7IJPMS

pith:2023:ZL7IJPMSKYAJJSLYFQLS6F44JK

not attested not anchored not stored refs pending

Adversarial Attacks on Code Models with Discriminative Graph Patterns

David Lo, Patanamon Thongtanunam, Thanh-Dat Nguyen, Xuan Bach D. Le, Yang Zhou

arxiv:2308.11161 v2 · 2023-08-22 · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZL7IJPMSKYAJJSLYFQLS6F44JK}

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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

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?

Receipt and verification

First computed	2026-07-05T09:28:45.804645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cafe84bd92560094c9782c172f179c4ab7771323939fc177b4c1304229efab6a

Aliases

arxiv: 2308.11161 · arxiv_version: 2308.11161v2 · doi: 10.48550/arxiv.2308.11161 · pith_short_12: ZL7IJPMSKYAJ · pith_short_16: ZL7IJPMSKYAJJSLY · pith_short_8: ZL7IJPMS

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/ZL7IJPMSKYAJJSLYFQLS6F44JK \
  | 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: cafe84bd92560094c9782c172f179c4ab7771323939fc177b4c1304229efab6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3b6320fdf89ce2fa6709dcd37bab700793b7b1a44ce08b3a2dfa1cdd8fafcdb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-08-22T03:40:34Z",
    "title_canon_sha256": "01d895ae916a4fbbe09d9362b25319fa13ab6e1d227c1c2af79566f7fd010fe4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11161",
    "kind": "arxiv",
    "version": 2
  }
}