Pith Number

pith:LHJPRJVL

pith:2024:LHJPRJVL27PESGB6W2GVB7SAUU

not attested not anchored not stored refs pending

Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management

Hassnaa Moustafa, Hosein Nikopour, Marius Arvinte, Nageen Himayat, Ravikumar Balakrishnan

arxiv:2405.03891 v1 · 2024-05-06 · cs.CR · 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{LHJPRJVL27PESGB6W2GVB7SAUU}

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

1 paper in Pith

ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps

Receipt and verification

First computed	2026-07-05T09:24:34.498273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59d2f8a6abd7de49183eb68d50fe40a51c90e70d469f1b9523f54cdca6e81088

Aliases

arxiv: 2405.03891 · arxiv_version: 2405.03891v1 · doi: 10.48550/arxiv.2405.03891 · pith_short_12: LHJPRJVL27PE · pith_short_16: LHJPRJVL27PESGB6 · pith_short_8: LHJPRJVL

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/LHJPRJVL27PESGB6W2GVB7SAUU \
  | 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: 59d2f8a6abd7de49183eb68d50fe40a51c90e70d469f1b9523f54cdca6e81088

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae4e1af4ea431ca7875b57fa7d7ee16e6a77667022402d01a6e3d68d9e640b84",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-06T22:27:24Z",
    "title_canon_sha256": "92a8ef7f919869c8c3b6223208bbf598191c951771fe7ee102c5db219b23c64d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03891",
    "kind": "arxiv",
    "version": 1
  }
}