Pith. sign in
Pith Number

pith:XVXP4BYI

pith:2026:XVXP4BYIYYSJW2AHPZFPD6ZA5N
not attested not anchored not stored refs pending

Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks

Ximing Sun, Yue Wang

arxiv:2608.06520 v1 · 2026-08-06 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XVXP4BYIYYSJW2AHPZFPD6ZA5N}

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 2026-08-10T01:10:55.532969Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bd6efe0708c6249b68077e4af1fb20eb6f252746d05e18290add6d1b63c44430

Aliases

arxiv: 2608.06520 · arxiv_version: 2608.06520v1 · doi: 10.48550/arxiv.2608.06520 · pith_short_12: XVXP4BYIYYSJ · pith_short_16: XVXP4BYIYYSJW2AH · pith_short_8: XVXP4BYI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XVXP4BYIYYSJW2AHPZFPD6ZA5N \
  | 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: bd6efe0708c6249b68077e4af1fb20eb6f252746d05e18290add6d1b63c44430
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fa1e27bf5cd03bdb74f26fb6f9d7d69f211726fe124edb0d9939daaece248b75",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-06T19:03:49Z",
    "title_canon_sha256": "f5cb8efe08759b661c06dd4065aa05b06e994131ccade57933ae58f740ec18a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06520",
    "kind": "arxiv",
    "version": 1
  }
}