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Pith Number

pith:RJOB5SJX

pith:2025:RJOB5SJX5NXRIM7ID7T4DIEDRD
not attested not anchored not stored refs pending

Semantic Attacks on Tool-Augmented LLMs: Securing the Model Context Protocol Against Descriptor-Level Manipulation

Arghavan Moradi Dakhel, Foutse Khomh, Kawser Wazed Nafi, Saeid Jamshidi

arxiv:2512.06556 v2 · 2025-12-06 · 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{RJOB5SJX5NXRIM7ID7T4DIEDRD}

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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

5 papers in Pith

Security Threat Modeling for Emerging AI-Agent Protocols: A Comparative Analysis of MCP, A2A, Agora, and ANP
Sealing the Audit-Runtime Gap for LLM Skills
A Formal Security Framework for MCP-Based AI Agents: Threat Taxonomy, Verification Models, and Defense Mechanisms
MCP-DPT: A Defense-Placement Taxonomy and Coverage Analysis for Model Context Protocol Security
CASCADE: A Cascaded Hybrid Defense Architecture for Prompt Injection Detection in MCP-Based Systems
Receipt and verification
First computed 2026-05-22T01:03:51.811004Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8a5c1ec937eb6f1433e81fe7c1a08388f287796ee71dd2f77f486a79237cb360

Aliases

arxiv: 2512.06556 · arxiv_version: 2512.06556v2 · doi: 10.48550/arxiv.2512.06556 · pith_short_12: RJOB5SJX5NXR · pith_short_16: RJOB5SJX5NXRIM7I · pith_short_8: RJOB5SJX
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/RJOB5SJX5NXRIM7ID7T4DIEDRD \
  | 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: 8a5c1ec937eb6f1433e81fe7c1a08388f287796ee71dd2f77f486a79237cb360
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "c71a92e877b44f7dcfa9736d04ebecf64fc7f7beff2da7fa7ca100d58b832701",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-12-06T20:07:58Z",
    "title_canon_sha256": "383b8a1302f03aabd6b9cdbe427c194e5c49db908dda2e34c4082264145ca891"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.06556",
    "kind": "arxiv",
    "version": 2
  }
}