Pith Number

pith:5EF45MYL

pith:2026:5EF45MYL5QEKOXPFYLOTK6SCJ5

not attested not anchored not stored refs pending

When Interpretability Becomes a Liability: Adversarial Attacks on CBM Concept Layers

Aditya Sridhar

arxiv:2605.25304 v1 · 2026-05-25 · cs.LG · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5EF45MYL5QEKOXPFYLOTK6SCJ5}

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	2026-05-26T02:04:28.089165Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e90bceb30bec08a75de5c2dd357a424f74aa03728623b11e9393a0d9dd3c7f65

Aliases

arxiv: 2605.25304 · arxiv_version: 2605.25304v1 · doi: 10.48550/arxiv.2605.25304 · pith_short_12: 5EF45MYL5QEK · pith_short_16: 5EF45MYL5QEKOXPF · pith_short_8: 5EF45MYL

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/5EF45MYL5QEKOXPFYLOTK6SCJ5 \
  | 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: e90bceb30bec08a75de5c2dd357a424f74aa03728623b11e9393a0d9dd3c7f65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "577463fc5e1c3f63e5a78c4e885dea299455ba5b5af9714e5772ea33299fbd59",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-25T00:03:47Z",
    "title_canon_sha256": "28e7ff805a7c67f827e0e52cfeaa2c435b0a1d1b90f8378a955c28129c86beb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25304",
    "kind": "arxiv",
    "version": 1
  }
}