Pith Number

pith:WM2PQU4A

pith:2024:WM2PQU4AC2CYQ2YU3FLK5JXFNN

not attested not anchored not stored refs pending

Adversarial Robustness of Bottleneck Injected Deep Neural Networks for Task-Oriented Communication

Alireza Furutanpey, Pantelis A. Frangoudis, Patrik Szabo, Schahram Dustdar

arxiv:2412.10265 v1 · 2024-12-13 · cs.LG · cs.DC · cs.NI · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WM2PQU4AC2CYQ2YU3FLK5JXFNN}

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	2026-07-05T09:48:49.483395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b334f853801685886b14d956aea6e56b50d081d377832be48ff9b47c4c7d2ca7

Aliases

arxiv: 2412.10265 · arxiv_version: 2412.10265v1 · doi: 10.48550/arxiv.2412.10265 · pith_short_12: WM2PQU4AC2CY · pith_short_16: WM2PQU4AC2CYQ2YU · pith_short_8: WM2PQU4A

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/WM2PQU4AC2CYQ2YU3FLK5JXFNN \
  | 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: b334f853801685886b14d956aea6e56b50d081d377832be48ff9b47c4c7d2ca7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e19fcfc0225c589eafb9602815ae969655d6cab34d6a5dbf97d379b116f760b",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.NI",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T16:33:36Z",
    "title_canon_sha256": "d3d0535cd1e772e2825774e1f86f078b42d8ffee5b705afebb93c845ff5cfa04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10265",
    "kind": "arxiv",
    "version": 1
  }
}