Pith Number

pith:I2QD6TSN

pith:2026:I2QD6TSNJWFJ66VRGRSTVQFZ2G

not attested not anchored not stored refs pending

Repurposing Adversarial Perturbations for Continual Learning: From Defense to Active Alignment

Gang Li, Jianguo Jiang, Ming Liu, Mingqi Liu, Min Yu, Ning Li, Ran Liu, Rongsheng Li, Weiqing Huang, Zhen Xu

arxiv:2606.02322 v1 · 2026-06-01 · 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{I2QD6TSNJWFJ66VRGRSTVQFZ2G}

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	2026-06-02T03:04:56.133072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46a03f4e4d4d8a9f7ab134653ac0b9d1be71e8f3331d668ad2a07f016f619462

Aliases

arxiv: 2606.02322 · arxiv_version: 2606.02322v1 · doi: 10.48550/arxiv.2606.02322 · pith_short_12: I2QD6TSNJWFJ · pith_short_16: I2QD6TSNJWFJ66VR · pith_short_8: I2QD6TSN

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/I2QD6TSNJWFJ66VRGRSTVQFZ2G \
  | 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: 46a03f4e4d4d8a9f7ab134653ac0b9d1be71e8f3331d668ad2a07f016f619462

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c01d514e468577db30e60aca6b8de648245017ca8c017d38e649f203764a872d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T14:35:59Z",
    "title_canon_sha256": "d98f378b3c4f1fb294b7bf5db6ec0ac0edacaba61d6030fc40d96bae7cbe4ba8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02322",
    "kind": "arxiv",
    "version": 1
  }
}