Pith Number

pith:PUCDE27Q

pith:2023:PUCDE27QCXGTCHXUWNURTPOPLM

not attested not anchored not stored refs pending

Mitigating Adversarial Attacks in Deepfake Detection: An Exploration of Perturbation and AI Techniques

David Ada Adama, Farhad Fassihi Tash, Isibor Kennedy Ihianle, Laura Fontes, Pedro Machado, Saminder Dhesi

arxiv:2302.11704 v2 · 2023-02-22 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PUCDE27QCXGTCHXUWNURTPOPLM}

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	2026-07-05T06:49:19.410709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d04326bf015cd311ef4b36919bdcf5b2c597ed604180a05be275ef244b7d225

Aliases

arxiv: 2302.11704 · arxiv_version: 2302.11704v2 · doi: 10.48550/arxiv.2302.11704 · pith_short_12: PUCDE27QCXGT · pith_short_16: PUCDE27QCXGTCHXU · pith_short_8: PUCDE27Q

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/PUCDE27QCXGTCHXUWNURTPOPLM \
  | 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: 7d04326bf015cd311ef4b36919bdcf5b2c597ed604180a05be275ef244b7d225

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c57e45a9404625ecaf1dd3a73149583676bfb9a3a61b2612b2071c1c3121dc52",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-22T23:48:19Z",
    "title_canon_sha256": "a9219e4962b3ffe3e20744d23f125b17ab0f5377cd7c79d4911e83142f0aee40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.11704",
    "kind": "arxiv",
    "version": 2
  }
}