Pith. sign in
Pith Number

pith:O7F6ROI4

pith:2023:O7F6ROI4YZNKSLW2UBCGEHUUPI
not attested not anchored not stored refs pending

Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks

Chao Zhang, Han Qiu, Jialai Wang, Meiqi Wang, Qi Li, Tao Wei, Tianwei Zhang, Ziyuan Zhang, Zongpeng Li

arxiv:2302.13520 v1 · 2023-02-27 · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{O7F6ROI4YZNKSLW2UBCGEHUUPI}

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.
Receipt and verification
First computed 2026-07-05T05:45:48.041669Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

77cbe8b91cc65aa92edaa044621e947a0a73e132208418da0d2c6178c89628a5

Aliases

arxiv: 2302.13520 · arxiv_version: 2302.13520v1 · doi: 10.48550/arxiv.2302.13520 · pith_short_12: O7F6ROI4YZNK · pith_short_16: O7F6ROI4YZNKSLW2 · pith_short_8: O7F6ROI4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/O7F6ROI4YZNKSLW2UBCGEHUUPI \
  | 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: 77cbe8b91cc65aa92edaa044621e947a0a73e132208418da0d2c6178c89628a5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f7d673216e8476d1f5700ff748f5b1b387868820194c4e12f0874f998008c033",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-02-27T05:15:02Z",
    "title_canon_sha256": "f34c0a8867cf4eadaaa4358bbfedff59119ec6d9b9c5eadc64849e9b58281adb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.13520",
    "kind": "arxiv",
    "version": 1
  }
}