Pith Number

pith:JGVWIV64

pith:2025:JGVWIV64HD62HG35ZZAZKJPDJA

not attested not anchored not stored refs pending

Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters

Antonio Guillen, Ashwin Ramesh Babu, Avisek Naug, Ricardo Luna Gutierrez, Sahand Ghorbanpour, Sajad Mousavi, Soumyendu Sarkar, Vineet Gundecha

arxiv:2501.14122 v2 · 2025-01-23 · cs.LG · cs.AI · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGVWIV64HD62HG35ZZAZKJPDJA}

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	2026-07-05T10:49:13.336189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49ab6457dc38fda39b7dce419525e348177e53c2adcaf7a37c157bbd366f097a

Aliases

arxiv: 2501.14122 · arxiv_version: 2501.14122v2 · doi: 10.48550/arxiv.2501.14122 · pith_short_12: JGVWIV64HD62 · pith_short_16: JGVWIV64HD62HG35 · pith_short_8: JGVWIV64

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/JGVWIV64HD62HG35ZZAZKJPDJA \
  | 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: 49ab6457dc38fda39b7dce419525e348177e53c2adcaf7a37c157bbd366f097a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b40a375c8e3b9967fa3f5db117d113cc9d773d40850f8a467514f88e60d3a1ff",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-23T22:36:06Z",
    "title_canon_sha256": "18c9618e1c9327c23af3120c85a728537efaa64945cad352988600363978428b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14122",
    "kind": "arxiv",
    "version": 2
  }
}