Pith. sign in
Pith Number

pith:IICVGMOS

pith:2025:IICVGMOS2YT2RR2FUJLKYUTMPN
not attested not anchored not stored refs pending

Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms

Ines Belhadj, Jihene Bennaceur, Ramzi Guesmi, Tarek Gasmi

arxiv:2507.06323 v1 · 2025-07-08 · cs.CR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{IICVGMOS2YT2RR2FUJLKYUTMPN}

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

4 papers in Pith

When the Manual Lies: A Realistic Benchmark to Evaluate MCP Poisoning Attacks for LLM Agents
Security Considerations for Multi-agent Systems
MCP-DPT: A Defense-Placement Taxonomy and Coverage Analysis for Model Context Protocol Security
Taint-Style Vulnerability Detection and Confirmation for Node.js Packages Using LLM Agent Reasoning
Receipt and verification
First computed 2026-07-05T11:34:13.630159Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

42055331d2d627a8c745a256ac526c7b5ad95b776672bf13f60c4d083bbae259

Aliases

arxiv: 2507.06323 · arxiv_version: 2507.06323v1 · doi: 10.48550/arxiv.2507.06323 · pith_short_12: IICVGMOS2YT2 · pith_short_16: IICVGMOS2YT2RR2F · pith_short_8: IICVGMOS
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/IICVGMOS2YT2RR2FUJLKYUTMPN \
  | 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: 42055331d2d627a8c745a256ac526c7b5ad95b776672bf13f60c4d083bbae259
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "81effba61f49e3ce8d2da6e1513223c83ba309e726a2787fa21794f02bb96962",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-08T18:24:28Z",
    "title_canon_sha256": "90b5a040b4f5f3eb1cb55f8858dba9bddd29edd9b6d22f2ea071cd5d7e97cb65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06323",
    "kind": "arxiv",
    "version": 1
  }
}