Pith Number

pith:IHHOWAJF

pith:2017:IHHOWAJFXKFAWXKYDXE6Q2VIC7

not attested not anchored not stored refs pending

Robust Physical-World Attacks on Deep Learning Models

Amir Rahmati, Atul Prakash, Bo Li, Chaowei Xiao, Dawn Song, Earlence Fernandes, Ivan Evtimov, Kevin Eykholt, Tadayoshi Kohno

arxiv:1707.08945 v5 · 2017-07-27 · 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{IHHOWAJFXKFAWXKYDXE6Q2VIC7}

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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

12 papers in Pith

MobilBye: Attacking ADAS with Camera Spoofing

Fooling a Real Car with Adversarial Traffic Signs

Adversarial Objects Against LiDAR-Based Autonomous Driving Systems

Connecting Lyapunov Control Theory to Adversarial Attacks

Open DNN Box by Power Side-Channel Attack

Receipt and verification

First computed	2026-05-18T00:18:53.531624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41ceeb0125ba8a0b5d581dc9e86aa817f3b7d21e6922f782e53e5c709538f8fc

Aliases

arxiv: 1707.08945 · arxiv_version: 1707.08945v5 · doi: 10.48550/arxiv.1707.08945 · pith_short_12: IHHOWAJFXKFA · pith_short_16: IHHOWAJFXKFAWXKY · pith_short_8: IHHOWAJF

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/IHHOWAJFXKFAWXKYDXE6Q2VIC7 \
  | 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: 41ceeb0125ba8a0b5d581dc9e86aa817f3b7d21e6922f782e53e5c709538f8fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c294a6c6b17c3000fc0190266ec1cc6d6eb1dc6a530f6d96413a18fe68470a1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2017-07-27T17:37:22Z",
    "title_canon_sha256": "fad43cd2d3f8af439b6edf2470cbde94f90844442fbebaeb4fa58b999b68e030"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.08945",
    "kind": "arxiv",
    "version": 5
  }
}