Pith Number

pith:F62SHFD2

pith:2024:F62SHFD2Q7UBKLZHAS7RK4VA4S

not attested not anchored not stored refs pending

On Robustness and Generalization of ML-Based Congestion Predictors to Valid and Imperceptible Perturbations

Bill Lin, Chester Holtz, Chung-Kuan Cheng, Yucheng Wang

arxiv:2403.00103 v1 · 2024-02-29 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F62SHFD2Q7UBKLZHAS7RK4VA4S}

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	2026-07-05T07:50:58.556868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fb523947a87e8152f2704bf1572a0e4bb279dd3991a0b2d867cd9adb656a1ae

Aliases

arxiv: 2403.00103 · arxiv_version: 2403.00103v1 · doi: 10.48550/arxiv.2403.00103 · pith_short_12: F62SHFD2Q7UB · pith_short_16: F62SHFD2Q7UBKLZH · pith_short_8: F62SHFD2

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/F62SHFD2Q7UBKLZHAS7RK4VA4S \
  | 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: 2fb523947a87e8152f2704bf1572a0e4bb279dd3991a0b2d867cd9adb656a1ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2362379450a84cbeef7e4bcc77296fd5f12e46f4a86ed924de8e4f88e17d7a0",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-29T20:11:47Z",
    "title_canon_sha256": "4f6dbf083c58c4ddafeba2553b3a80009ed86cca82fbb90e0a5143f2e6e70e48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00103",
    "kind": "arxiv",
    "version": 1
  }
}