Pith. sign in
Pith Number

pith:DLWJQPTP

pith:2022:DLWJQPTPKQJMUZXXLUWQKFE2JQ
not attested not anchored not stored refs pending

Defending with Errors: Approximate Computing for Robustness of Deep Neural Networks

Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mohamed Abid, Mouna Baklouti, Nael Abu-Ghazaleh, Tarek Frikha

arxiv:2211.01182 v1 · 2022-11-02 · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DLWJQPTPKQJMUZXXLUWQKFE2JQ}

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 2026-07-05T05:12:39.060976Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1aec983e6f5412ca66f75d2d05149a4c2dd0ad39d7466214812b883f627c9c3c

Aliases

arxiv: 2211.01182 · arxiv_version: 2211.01182v1 · doi: 10.48550/arxiv.2211.01182 · pith_short_12: DLWJQPTPKQJM · pith_short_16: DLWJQPTPKQJMUZXX · pith_short_8: DLWJQPTP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DLWJQPTPKQJMUZXXLUWQKFE2JQ \
  | 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: 1aec983e6f5412ca66f75d2d05149a4c2dd0ad39d7466214812b883f627c9c3c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f37e0b91d1948f08e521e253bad07b4fd5a218d1583f157e46d55d4f09af88f0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-11-02T14:56:06Z",
    "title_canon_sha256": "c31bc0f9015eabb17094e224213368b7cd32c6c006c41b9846c59734c31c95f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.01182",
    "kind": "arxiv",
    "version": 1
  }
}