Pith Number

pith:QE435LBD

pith:2020:QE435LBDMZ6PCOSVHHTWWBCISO

not attested not anchored not stored refs pending

Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey

Peyman Najafirad, Samuel Henrique Silva

arxiv:2007.00753 v2 · 2020-07-01 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QE435LBDMZ6PCOSVHHTWWBCISO}

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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

3 papers in Pith

Detecting Adversarial Data via Provable Adversarial Noise Amplification

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control

Auto-ART: Structured Literature Synthesis and Automated Adversarial Robustness Testing

Receipt and verification

First computed	2026-07-05T01:16:16.510571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8139beac23667cf13a5539e76b044893b818ff1899f1862749953811c687d6e6

Aliases

arxiv: 2007.00753 · arxiv_version: 2007.00753v2 · doi: 10.48550/arxiv.2007.00753 · pith_short_12: QE435LBDMZ6P · pith_short_16: QE435LBDMZ6PCOSV · pith_short_8: QE435LBD

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/QE435LBDMZ6PCOSVHHTWWBCISO \
  | 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: 8139beac23667cf13a5539e76b044893b818ff1899f1862749953811c687d6e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6126eaa383ea2100ad833e7d71a4828bf306fff0d1f02aeb1df0d6623e5982d3",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-01T21:00:32Z",
    "title_canon_sha256": "7686bb059782247bbe704462fba598671cc30d2fac09f9cc8e5132183efe67d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.00753",
    "kind": "arxiv",
    "version": 2
  }
}