pith. sign in
Pith Number

pith:SBSKZ7AC

pith:2016:SBSKZ7AC2YOYK5KA7FIAYUHCPN
not attested not anchored not stored refs pending

Measuring Neural Net Robustness with Constraints

Aditya Nori, Antonio Criminisi, Dimitrios Vytiniotis, Leonidas Lampropoulos, Osbert Bastani, Yani Ioannou

arxiv:1605.07262 v2 · 2016-05-24 · cs.LG · cs.CV · cs.NE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SBSKZ7AC2YOYK5KA7FIAYUHCPN}

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 2026-05-18T00:42:17.875374Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9064acfc02d61d857540f9500c50e27b5d3e56701511e00674a56d4ba89a7b94

Aliases

arxiv: 1605.07262 · arxiv_version: 1605.07262v2 · doi: 10.48550/arxiv.1605.07262 · pith_short_12: SBSKZ7AC2YOY · pith_short_16: SBSKZ7AC2YOYK5KA · pith_short_8: SBSKZ7AC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SBSKZ7AC2YOYK5KA7FIAYUHCPN \
  | 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: 9064acfc02d61d857540f9500c50e27b5d3e56701511e00674a56d4ba89a7b94
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "92c8ce57c32a689349d269475fd695c8427ab0c9b41592e87f30431cb4e315b9",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-05-24T02:18:21Z",
    "title_canon_sha256": "39d5754ce67daeee55777c049116789f264ee5e261317f238589074b23086e29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.07262",
    "kind": "arxiv",
    "version": 2
  }
}