Pith Number

pith:OL3VCUL6

pith:2024:OL3VCUL6KYDIRNJ6N4CDX6J43J

not attested not anchored not stored refs pending

Privacy Drift: Evolving Privacy Concerns in Incremental Learning

Aayush Kapoor, Abdul Rahman, Edward Bowen, Kevin Choi, Marc Vucovich, Sachin Shetty, Sandip Roy, Sayyed Farid Ahamed, Soumya Banerjee

arxiv:2412.05183 v1 · 2024-12-06 · 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{OL3VCUL6KYDIRNJ6N4CDX6J43J}

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	2026-07-05T09:45:29.991480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72f751517e560688b53e6f043bf93cda7b7793156068103d726022a1d5dd82f5

Aliases

arxiv: 2412.05183 · arxiv_version: 2412.05183v1 · doi: 10.48550/arxiv.2412.05183 · pith_short_12: OL3VCUL6KYDI · pith_short_16: OL3VCUL6KYDIRNJ6 · pith_short_8: OL3VCUL6

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/OL3VCUL6KYDIRNJ6N4CDX6J43J \
  | 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: 72f751517e560688b53e6f043bf93cda7b7793156068103d726022a1d5dd82f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb787439f7ca9c2ed5db7c157a48fdf04ee65e812c31e16faf6a2d31024d5b0a",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-06T17:04:09Z",
    "title_canon_sha256": "6ffa41014af6875a0850f8386b5808f8aaf95fb16edb7fea036d48cfcae9dd8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05183",
    "kind": "arxiv",
    "version": 1
  }
}