Pith Number

pith:IPPAEZ7F

pith:2023:IPPAEZ7F3F5XZ6YSW76VGQZ7GD

not attested not anchored not stored refs pending

Enhancing Exfiltration Path Analysis Using Reinforcement Learning

Abdul Rahman, Akshay Kakkar, Cheng Wang, Christopher Redino, Daniel Radke, Dhruv Nandakumar, Edward Bowen, Riddam Rishu, Ryan Clark, Tyler Cody

arxiv:2310.03667 v1 · 2023-10-05 · 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{IPPAEZ7F3F5XZ6YSW76VGQZ7GD}

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.

Receipt and verification

First computed	2026-07-05T06:57:36.324471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43de0267e5d97b7cfb12b7fd53433f30ff45bc685f75a7b94a2b784ccf9387da

Aliases

arxiv: 2310.03667 · arxiv_version: 2310.03667v1 · doi: 10.48550/arxiv.2310.03667 · pith_short_12: IPPAEZ7F3F5X · pith_short_16: IPPAEZ7F3F5XZ6YS · pith_short_8: IPPAEZ7F

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/IPPAEZ7F3F5XZ6YSW76VGQZ7GD \
  | 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: 43de0267e5d97b7cfb12b7fd53433f30ff45bc685f75a7b94a2b784ccf9387da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0b336be2334e332c61b00c8627224b42aaffdbea2c119e86bf6ef93179f246d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-10-05T16:43:12Z",
    "title_canon_sha256": "67e6b34bad35d753b015d9e717b97b02095ac938e40ad7125d688a8041eb6f69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03667",
    "kind": "arxiv",
    "version": 1
  }
}