Pith Number

pith:7NHW3RPB

pith:2023:7NHW3RPBKPXV6GFK26V5274DYH

not attested not anchored not stored refs pending

Compiled Models, Built-In Exploits: Uncovering Pervasive Bit-Flip Attack Surfaces in DNN Executables

(2) Huawei Technologies), Shuai Wang (1) ((1) The Hong Kong University of Science, Sihang Hu (2), Technology, Tianxiang Li (2), Yanzuo Chen (1), Yuanyuan Yuan (1), Zhibo Liu (1)

arxiv:2309.06223 v3 · 2023-09-12 · cs.CR · 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{7NHW3RPBKPXV6GFK26V5274DYH}

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

ObfusBFA: A Holistic Approach to Safeguarding DNNs from Different Types of Bit-Flip Attacks

Receipt and verification

First computed	2026-07-05T09:23:00.142331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb4f6dc5e153ef5f18aad7abdd7f83c1fad2d00b10e346febdb8240ce5c608cb

Aliases

arxiv: 2309.06223 · arxiv_version: 2309.06223v3 · doi: 10.48550/arxiv.2309.06223 · pith_short_12: 7NHW3RPBKPXV · pith_short_16: 7NHW3RPBKPXV6GFK · pith_short_8: 7NHW3RPB

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/7NHW3RPBKPXV6GFK26V5274DYH \
  | 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: fb4f6dc5e153ef5f18aad7abdd7f83c1fad2d00b10e346febdb8240ce5c608cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f646d9152f9737469eb93eeaa929db98004728e02c7cabee9df1250310d2e42b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-09-12T13:42:20Z",
    "title_canon_sha256": "8e312147456dfc4f81a0d1eca115b55a6f4ef5e14d931b6b7f4c609eadce9630"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.06223",
    "kind": "arxiv",
    "version": 3
  }
}