Pith. sign in
Pith Number

pith:GFZE6ZBK

pith:2022:GFZE6ZBKT6IJLVF6BKVVLB6Y5V
not attested not anchored not stored refs pending

(Certified!!) Adversarial Robustness for Free!

Florian Tramer, J. Zico Kolter, Krishnamurthy Dj Dvijotham, Leslie Rice, Mingjie Sun, Nicholas Carlini

arxiv:2206.10550 v2 · 2022-06-21 · cs.LG · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GFZE6ZBKT6IJLVF6BKVVLB6Y5V}

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

Receipt and verification
First computed 2026-07-05T05:47:59.614087Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

31724f642a9f9095d4be0aab5587d8ed49e7ddcf3a2f22175284893f89c6c9c9

Aliases

arxiv: 2206.10550 · arxiv_version: 2206.10550v2 · doi: 10.48550/arxiv.2206.10550 · pith_short_12: GFZE6ZBKT6IJ · pith_short_16: GFZE6ZBKT6IJLVF6 · pith_short_8: GFZE6ZBK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GFZE6ZBKT6IJLVF6BKVVLB6Y5V \
  | 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: 31724f642a9f9095d4be0aab5587d8ed49e7ddcf3a2f22175284893f89c6c9c9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "710a2ae7600eb81a13dfae25a950e5eeafa9e793434242e2567e9e14d963a9c6",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-21T17:27:27Z",
    "title_canon_sha256": "3ce8ad785b0c3b8c7ab2a564fa82876f833021ebac8fb2a4c1a56efd371bef8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.10550",
    "kind": "arxiv",
    "version": 2
  }
}