Pith Number

pith:RRKCYTJA

pith:2019:RRKCYTJAH6ZL6AMAKRTPMWL65X

not attested not anchored not stored refs pending

Poisoning Attacks with Generative Adversarial Nets

Bjarne Pfitzner, Emil C. Lupu, Javier Carnerero-Cano, Luis Mu\~noz-Gonz\'alez, Matteo Russo

arxiv:1906.07773 v2 · 2019-06-18 · cs.LG · cs.CR · 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{RRKCYTJAH6ZL6AMAKRTPMWL65X}

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

Poisoning Behavioral-based Worker Selection in Mobile Crowdsensing using Generative Adversarial Networks

Receipt and verification

First computed	2026-07-05T00:07:17.411114Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c542c4d203fb2bf01805466f6597eedf9c58dc4eb093a3d17758ecf2ae3912a

Aliases

arxiv: 1906.07773 · arxiv_version: 1906.07773v2 · doi: 10.48550/arxiv.1906.07773 · pith_short_12: RRKCYTJAH6ZL · pith_short_16: RRKCYTJAH6ZL6AMA · pith_short_8: RRKCYTJA

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/RRKCYTJAH6ZL6AMAKRTPMWL65X \
  | 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: 8c542c4d203fb2bf01805466f6597eedf9c58dc4eb093a3d17758ecf2ae3912a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3117671bffdcbbf378c43fb2f8efe6324172c564fb72a5d6b2ea67b0740119e4",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-18T19:14:09Z",
    "title_canon_sha256": "fe666cfe1bfed7bd1d6c9091bdfc2a27b34c7b21b59e78e549959e73813c6108"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.07773",
    "kind": "arxiv",
    "version": 2
  }
}