Pith Number

pith:4VGAUT6W

pith:2021:4VGAUT6WYGSUX5YCBGXUI5ZDZD

not attested not anchored not stored refs pending

Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers

Chace Ashcraft, Kiran Karra

arxiv:2106.07798 v1 · 2021-06-14 · 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{4VGAUT6WYGSUX5YCBGXUI5ZDZD}

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

Auditing Near-Optimal Policies Can Be Exponentially Hard: Conditional Query Lower Bounds via Occupancy Rashomon Capacity

Receipt and verification

First computed	2026-07-05T02:49:33.801103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e54c0a4fd6c1a54bf70209af447723c8d0ca705704637a97f56c6f170d73b51c

Aliases

arxiv: 2106.07798 · arxiv_version: 2106.07798v1 · doi: 10.48550/arxiv.2106.07798 · pith_short_12: 4VGAUT6WYGSU · pith_short_16: 4VGAUT6WYGSUX5YC · pith_short_8: 4VGAUT6W

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/4VGAUT6WYGSUX5YCBGXUI5ZDZD \
  | 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: e54c0a4fd6c1a54bf70209af447723c8d0ca705704637a97f56c6f170d73b51c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58b63472a1face20a19437ea3e6ff1a244ca0e2a6d2a21f1345a9e018e0c9c33",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-14T23:16:41Z",
    "title_canon_sha256": "1ecf86954439b734901d08b9b37cd815124145e0cc0e0aa3428242171c50601e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.07798",
    "kind": "arxiv",
    "version": 1
  }
}