Pith Number

pith:CFJ65SKO

pith:2024:CFJ65SKOCC52RM4F4BZZBOTCVK

not attested not anchored not stored refs pending

Maintaining Adversarial Robustness in Continuous Learning

Gang Yan, Jack Murdoch Moore, Wenjia Wei, Xiaolei Ru, Xiaowei Cao, Xia Zhu, Xin-Ya Zhang, Zijia Liu

arxiv:2402.11196 v2 · 2024-02-17 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CFJ65SKOCC52RM4F4BZZBOTCVK}

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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

SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense

Receipt and verification

First computed	2026-07-05T08:54:47.278068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1153eec94e10bba8b385e07390ba62aaa150404aa880d960b8f927bb47ba994c

Aliases

arxiv: 2402.11196 · arxiv_version: 2402.11196v2 · doi: 10.48550/arxiv.2402.11196 · pith_short_12: CFJ65SKOCC52 · pith_short_16: CFJ65SKOCC52RM4F · pith_short_8: CFJ65SKO

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/CFJ65SKOCC52RM4F4BZZBOTCVK \
  | 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: 1153eec94e10bba8b385e07390ba62aaa150404aa880d960b8f927bb47ba994c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62eeaa1675331848ed001d5f1b1b6f9d7ac16149b874e18a8a94807df45e7664",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-17T05:14:47Z",
    "title_canon_sha256": "797e72ac0fbd3440da41d9793a79b50b69cdc4df1ab5f1312acac8f8688a642b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11196",
    "kind": "arxiv",
    "version": 2
  }
}