Pith Number

pith:XC6NJ2XC

pith:2025:XC6NJ2XCE2UECPYQBGRUKMEV2L

not attested not anchored not stored refs pending

Generative Active Adaptation for Drifting and Imbalanced Network Intrusion Detection

Hadjer Benkraouda, Klara Nahrstedt, Nick Feamster, Phuong Cao, Pranav Kommaraju, Ragini Gupta, Ruixiao Zhang, Shinan Liu, Xiaoyang Wang, Xinyue Hu

arxiv:2503.03022 v3 · 2025-03-04 · cs.NI · cs.CR · 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{XC6NJ2XCE2UECPYQBGRUKMEV2L}

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

TraceCodec: A Compiler-Backed Neural Codec for Stateful Multi-Flow Network Traffic Traces

FIRCE: A Framework for Intrusion Response and Conformal Evaluation

Receipt and verification

First computed	2026-07-05T11:53:44.512941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8bcd4eae226a8413f1009a3453095d2ff31a0509466a80ded59894583abe6d8

Aliases

arxiv: 2503.03022 · arxiv_version: 2503.03022v3 · doi: 10.48550/arxiv.2503.03022 · pith_short_12: XC6NJ2XCE2UE · pith_short_16: XC6NJ2XCE2UECPYQ · pith_short_8: XC6NJ2XC

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/XC6NJ2XCE2UECPYQBGRUKMEV2L \
  | 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: b8bcd4eae226a8413f1009a3453095d2ff31a0509466a80ded59894583abe6d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e1c901a7e006d6c66ca5d9ac60e7fe337e0b686537be749b3c55e01f9bc1b34",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-03-04T21:49:42Z",
    "title_canon_sha256": "3df626e588b09d41b700f6ede5ee6446201cccc4aa6f574e32ffede128a2f870"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.03022",
    "kind": "arxiv",
    "version": 3
  }
}