Pith Number

pith:X5NS5QAV

pith:2017:X5NS5QAVLJYNR4EWJOBQAHO3KF

not attested not anchored not stored refs pending

Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid

Ambra Demontis, Battista Biggio, Fabio Roli, Gavin Brown, Giorgio Fumera, Marco Melis

arxiv:1708.06939 v1 · 2017-08-23 · cs.LG · cs.RO · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X5NS5QAVLJYNR4EWJOBQAHO3KF}

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

A Review of the Duality of Adversarial Learning in Network Intrusion: Attacks and Countermeasures

Receipt and verification

First computed	2026-05-18T00:36:48.846965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf5b2ec0155a70d8f0964b83001ddb517d1e8433c4d914a3ec932cae6d7b58a0

Aliases

arxiv: 1708.06939 · arxiv_version: 1708.06939v1 · doi: 10.48550/arxiv.1708.06939 · pith_short_12: X5NS5QAVLJYN · pith_short_16: X5NS5QAVLJYNR4EW · pith_short_8: X5NS5QAV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/X5NS5QAVLJYNR4EWJOBQAHO3KF \
  | 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: bf5b2ec0155a70d8f0964b83001ddb517d1e8433c4d914a3ec932cae6d7b58a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "400a10303c4a05b3083e1aeab1bbf309863c6bd52a794e63896bdb3a164eb53d",
    "cross_cats_sorted": [
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-08-23T10:01:35Z",
    "title_canon_sha256": "354139112464efd985a60eb51c69516e21b7457ab6c1a45d40c7183b675e0c98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.06939",
    "kind": "arxiv",
    "version": 1
  }
}