Pith Number

pith:XKMFKU67

pith:2023:XKMFKU67MW2BLWQCLTJ3VXH5BJ

not attested not anchored not stored refs pending

Targeted Attacks on Timeseries Forecasting

Avinash Amballa, Manojkumar Parmar, Pavan Kulkarni, Yuvaraj Govindarajulu

arxiv:2301.11544 v1 · 2023-01-27 · cs.LG · cs.AI · 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{XKMFKU67MW2BLWQCLTJ3VXH5BJ}

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.

Cited by

2 papers in Pith

MorphStrata: Layer-Specific Perturbations for Generating Morphence Students in Time-Series Moving Target Defense

INTARG: Informed Real-Time Adversarial Attack Generation for Time-Series Regression

Receipt and verification

First computed	2026-07-05T05:36:23.397855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba985553df65b415da025cd3badcfd0a78186221f71263ec9029911c02e12f35

Aliases

arxiv: 2301.11544 · arxiv_version: 2301.11544v1 · doi: 10.48550/arxiv.2301.11544 · pith_short_12: XKMFKU67MW2B · pith_short_16: XKMFKU67MW2BLWQC · pith_short_8: XKMFKU67

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/XKMFKU67MW2BLWQCLTJ3VXH5BJ \
  | 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: ba985553df65b415da025cd3badcfd0a78186221f71263ec9029911c02e12f35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac18ed452c99426805c53f35b6085194b56b045da6a30a7a782b94533f723cd0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-27T06:09:42Z",
    "title_canon_sha256": "e4893cdb073b103b825aae967b33cb1d7b1cdb93179114f7b60aa3b8f854259a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11544",
    "kind": "arxiv",
    "version": 1
  }
}