Pith Number

pith:DVEQLS6G

pith:2021:DVEQLS6GIZ4AWWJ3EMQXYGWXAG

not attested not anchored not stored refs pending

Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings

Hanieh Hashemi, Murali Annavaram, Rajat Hebbar, Shrikanth S. Narayanan, Tiantian Feng

arxiv:2112.13416 v3 · 2021-12-26 · cs.CR · cs.LG · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVEQLS6GIZ4AWWJ3EMQXYGWXAG}

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

Exploring Audio Editing Features as User-Centric Privacy Defenses Against Large Language Model(LLM) Based Emotion Inference Attacks

Receipt and verification

First computed	2026-07-05T05:27:46.846902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d4905cbc646780b593b23217c1ad701ad3548d85de55485a8788c94fdf8c921

Aliases

arxiv: 2112.13416 · arxiv_version: 2112.13416v3 · doi: 10.48550/arxiv.2112.13416 · pith_short_12: DVEQLS6GIZ4A · pith_short_16: DVEQLS6GIZ4AWWJ3 · pith_short_8: DVEQLS6G

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/DVEQLS6GIZ4AWWJ3EMQXYGWXAG \
  | 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: 1d4905cbc646780b593b23217c1ad701ad3548d85de55485a8788c94fdf8c921

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f03a65512b9803c92da48fd40d393df6a086a6141f84ac7dacdb547586b31b71",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-12-26T16:50:42Z",
    "title_canon_sha256": "383adab7a58d763c9f21b53e8647687e43592979d7cc908941465841464ae7b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.13416",
    "kind": "arxiv",
    "version": 3
  }
}