Pith Number

pith:TVK7MKAS

pith:2025:TVK7MKASSB5ISYLQ66CFMJOZTR

not attested not anchored not stored refs pending

Benchmarking the Robustness of Agentic Systems to Adversarially-Induced Harms

Adish Singla, Goran Radanovic, Jonathan N\"other

arxiv:2508.16481 v3 · 2025-08-22 · cs.LG

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\usepackage{pith}
\pithnumber{TVK7MKASSB5ISYLQ66CFMJOZTR}

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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

Heterogeneous LLM Debate Under Adversarial Peers: Honest Gains, Replacement Costs, and Resilience

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation

Taxonomy and Consistency Analysis of Safety Benchmarks for AI Agents

Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework

Receipt and verification

First computed	2026-08-11T00:13:59.629795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d55f62812907a896170f7845625d99c46dbecd60da3149325c5c713e4950b34

Aliases

arxiv: 2508.16481 · arxiv_version: 2508.16481v3 · doi: 10.48550/arxiv.2508.16481 · pith_short_12: TVK7MKASSB5I · pith_short_16: TVK7MKASSB5ISYLQ · pith_short_8: TVK7MKAS

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/TVK7MKASSB5ISYLQ66CFMJOZTR \
  | 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: 9d55f62812907a896170f7845625d99c46dbecd60da3149325c5c713e4950b34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f91b8b9974107c7456571ea96f547f3425dc9f332a3694d6a0be4001d7ebdfc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-22T15:53:22Z",
    "title_canon_sha256": "807bca6e92b48ac09e896e4521722e6ec44b7d50087e165f2c38cf8c9e2ff1fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16481",
    "kind": "arxiv",
    "version": 3
  }
}