Pith Number

pith:7LV22XA5

pith:2025:7LV22XA556J7ZQESUEVDAAL2BR

not attested not anchored not stored refs pending

Adversarial Suffix Filtering: a Defense Pipeline for LLMs

David Khachaturov, Robert Mullins

arxiv:2505.09602 v1 · 2025-05-14 · cs.LG · 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{7LV22XA556J7ZQESUEVDAAL2BR}

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

3 papers in Pith

SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks

Words Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection

When Efficiency Backfires: Cascading LLMs Trigger Cascade Failure under Adversarial Attack

Receipt and verification

First computed	2026-07-05T11:03:11.161039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

faebad5c1def93fcc092a12a30017a0c64d2fde822596579588c59fc2046f8ac

Aliases

arxiv: 2505.09602 · arxiv_version: 2505.09602v1 · doi: 10.48550/arxiv.2505.09602 · pith_short_12: 7LV22XA556J7 · pith_short_16: 7LV22XA556J7ZQES · pith_short_8: 7LV22XA5

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/7LV22XA556J7ZQESUEVDAAL2BR \
  | 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: faebad5c1def93fcc092a12a30017a0c64d2fde822596579588c59fc2046f8ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f2b1342c044642a94167e9bfb30135e161a2ac021c21911aebb499f488a070a",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-14T17:52:10Z",
    "title_canon_sha256": "0a87b4c94f5a2e3cc847297cc99f02e54b08b9d6c7964785ef6826734eaa46cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09602",
    "kind": "arxiv",
    "version": 1
  }
}