Pith Number

pith:3TTXWAPM

pith:2020:3TTXWAPMQAFBPYNRN6FT4BLOLX

not attested not anchored not stored refs pending

A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference

Ionu\c{t}-Vlad Modoranu, Sanghyun Hong, Tudor Dumitra\c{s}, Yi\u{g}itcan Kaya

arxiv:2010.02432 v2 · 2020-10-06 · 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{3TTXWAPMQAFBPYNRN6FT4BLOLX}

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

AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines

Receipt and verification

First computed	2026-07-05T02:18:32.080053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dce77b01ec800a17e1b16f8b3e056e5dcb2299291cbf1cb11eea33ab34cdaad7

Aliases

arxiv: 2010.02432 · arxiv_version: 2010.02432v2 · doi: 10.48550/arxiv.2010.02432 · pith_short_12: 3TTXWAPMQAFB · pith_short_16: 3TTXWAPMQAFBPYNR · pith_short_8: 3TTXWAPM

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/3TTXWAPMQAFBPYNRN6FT4BLOLX \
  | 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: dce77b01ec800a17e1b16f8b3e056e5dcb2299291cbf1cb11eea33ab34cdaad7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c8b84165a373585d7ffacc24373c4f96bda03bf70ec9a3359d04b0bb61f0ca9",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-06T02:06:52Z",
    "title_canon_sha256": "e6ed4d5cd081bfe0f956eaaed815f34775eb270c29bb6699bec3e278ab0516d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.02432",
    "kind": "arxiv",
    "version": 2
  }
}