Pith Number

pith:UB2E3ABA

pith:2024:UB2E3ABAC7R3AZDTV7NZAKYJLP

not attested not anchored not stored refs pending

New Paradigm of Adversarial Training: Releasing Accuracy-Robustness Trade-Off via Dummy Class

Haibo Hu, Li Liu, Qingqing Ye, Yanyun Wang, Yi R. (May) Fung, Zi Liang

arxiv:2410.12671 v2 · 2024-10-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UB2E3ABAC7R3AZDTV7NZAKYJLP}

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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

Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?

Receipt and verification

First computed	2026-07-05T11:10:01.708295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0744d802017e3b06473afdb902b095bd3da8e5713fda716e277980614669365

Aliases

arxiv: 2410.12671 · arxiv_version: 2410.12671v2 · doi: 10.48550/arxiv.2410.12671 · pith_short_12: UB2E3ABAC7R3 · pith_short_16: UB2E3ABAC7R3AZDT · pith_short_8: UB2E3ABA

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/UB2E3ABAC7R3AZDTV7NZAKYJLP \
  | 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: a0744d802017e3b06473afdb902b095bd3da8e5713fda716e277980614669365

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67009bd2e317bc36eeb65db9bd0a1116ab3cda9ef4269b5a7c700dfd3e9428b4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-16T15:36:10Z",
    "title_canon_sha256": "7f60afa578ef9f03fb7fdea8556f60946431fb36c8bf00a13b305051b7744b7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12671",
    "kind": "arxiv",
    "version": 2
  }
}