Pith. sign in
Pith Number

pith:6LF2DSZI

pith:2023:6LF2DSZIJRHANPJMGDKJOM4PNP
not attested not anchored not stored refs pending

SAFE: Saliency-Aware Counterfactual Explanations for DNN-based Automated Driving Systems

Amir Samadi, Amir Shirian, Konstantinos Koufos, Kurt Debattista, Mehrdad Dianati

arxiv:2307.15786 v1 · 2023-07-28 · cs.LG · cs.AI · cs.LO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6LF2DSZIJRHANPJMGDKJOM4PNP}

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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.
Receipt and verification
First computed 2026-07-05T06:35:40.087509Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f2cba1cb284c4e06bd2c30d497338f6bfc9b4001b72344d8a144d1aacf17c24f

Aliases

arxiv: 2307.15786 · arxiv_version: 2307.15786v1 · doi: 10.48550/arxiv.2307.15786 · pith_short_12: 6LF2DSZIJRHA · pith_short_16: 6LF2DSZIJRHANPJM · pith_short_8: 6LF2DSZI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6LF2DSZIJRHANPJMGDKJOM4PNP \
  | 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: f2cba1cb284c4e06bd2c30d497338f6bfc9b4001b72344d8a144d1aacf17c24f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0c179b09e3d4aa1a9c277343320ad334207b48f485336bf5f6533949b4eea91e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-28T19:56:01Z",
    "title_canon_sha256": "528c09f23feb72ca72e297bf9dd55a6283a65184d3892d81a008ac690afde159"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.15786",
    "kind": "arxiv",
    "version": 1
  }
}