Pith Number

pith:ABVDIMO4

pith:2023:ABVDIMO4S5W7W32UTBGKEFIAN3

not attested not anchored not stored refs pending

Privacy in Large Language Models: Attacks, Defenses and Future Directions

Bryan Hooi, Chunkit Chan, Hao Peng, Haoran Li, Jiecong Wang, Jinglong Luo, Qi Hu, Xiaojin Zhang, Yangqiu Song, Yan Kang, Yulin Chen, Zenglin Xu

arxiv:2310.10383 v2 · 2023-10-16 · cs.CL · 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{ABVDIMO4S5W7W32UTBGKEFIAN3}

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

9 papers in Pith

AI Healthcare Chatbots as Information Infrastructure: A Large-Scale Study of User-Reported Breakdowns

Probing Memorization of Tabular In-Context Learning

RedDiffuser: Auditing Multimodal Safety Failures in Vision-Language Models via Reinforced Diffusion

Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework

Sentra-Guard: A Real-Time Multilingual Defense Against Adversarial LLM Prompts

Receipt and verification

First computed	2026-07-05T09:13:33.830556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

006a3431dc976dfb6f54984ca215006ecf7c598193c1480cd3a64086e4716c50

Aliases

arxiv: 2310.10383 · arxiv_version: 2310.10383v2 · doi: 10.48550/arxiv.2310.10383 · pith_short_12: ABVDIMO4S5W7 · pith_short_16: ABVDIMO4S5W7W32U · pith_short_8: ABVDIMO4

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/ABVDIMO4S5W7W32UTBGKEFIAN3 \
  | 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: 006a3431dc976dfb6f54984ca215006ecf7c598193c1480cd3a64086e4716c50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea1b2dc9fefd17a5f25a5e3bfbcffd9bada15e81bb599a5b66879a9aec8b25e9",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-16T13:23:54Z",
    "title_canon_sha256": "78f535f4848125aa5f362077ed549408a9c0ddfc54865df259777d99d00b96f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10383",
    "kind": "arxiv",
    "version": 2
  }
}