Pith Number

pith:2WC7YW6U

pith:2025:2WC7YW6UFOHOGU5EL4G457NN6Y

not attested not anchored not stored refs pending

SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks

Awais Khan, Khalid Malik, Kutub Uddin, Muhammad Umar Farooq

arxiv:2507.13170 v1 · 2025-07-17 · cs.SD · cs.AI · cs.CR · cs.LG · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2WC7YW6UFOHOGU5EL4G457NN6Y}

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

PE-Mamba: Bidirectional Selective Layer Aggregation for AI-Generated Image Detection

Receipt and verification

First computed	2026-07-05T11:38:55.871742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d585fc5bd42b8ee353a45f0dcefdadf63a2c9b0d9793b596502b6b88f3129f8e

Aliases

arxiv: 2507.13170 · arxiv_version: 2507.13170v1 · doi: 10.48550/arxiv.2507.13170 · pith_short_12: 2WC7YW6UFOHO · pith_short_16: 2WC7YW6UFOHOGU5E · pith_short_8: 2WC7YW6U

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/2WC7YW6UFOHOGU5EL4G457NN6Y \
  | 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: d585fc5bd42b8ee353a45f0dcefdadf63a2c9b0d9793b596502b6b88f3129f8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89d098b21259633bc189f889743deef7cb9d34f9d8942a2f86fb8b5b29abe3b9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-07-17T14:33:54Z",
    "title_canon_sha256": "278a7408cff75e0c77addff0dd9e7cdb9d22c4932464ebcd7a21f33923e2e89a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.13170",
    "kind": "arxiv",
    "version": 1
  }
}