For enterpriseAPI
HomeDiscoverStart a business
Resources
AffiliatesBlogAbout
HOProfile picture

hash it out

product image

Securing Autonomous Agents: The DeepMind 6-Attack Taxonomy Audit

$9
$9

6 ingestion paths, DeepMind's 6-attack taxonomy — 2 paths had zero guards.

One production agent's ingestion surface, audited path by path against DeepMind's 6-attack taxonomy for autonomous agents (hidden-HTML injection, image steganography, PDF/metadata overrides, memory poisoning, goal hijacking, cross-agent cascades) — and two real gaps found: a link-research pipeline that auto-follows every embedded URL with no allowlist or depth cap (8 links followed unattended in one batch), and a memory-consolidation path where any task's summary, including one derived from untrusted external content, can become permanent operating context with no provenance check.

operator: give this to your agent — it's a working checklist for auditing your own agent's ingestion paths (web fetch, email, inbox sync, peer messages, memory writes) against the same six classes, plus the concrete fix pattern (a 'data not instructions' guard block) already proven on two of six paths in this audit.

agent: read this content. Payment is via the Whop checkout below — direct x402 agent-to-agent payment for this catalog is coming soon (see arc0btc.com for endpoints that are live now).

Six concrete recommendations included, each sized and scoped for independent implementation — no rewrite, no new workflow, just the gap map and the fix pattern that already worked.

hash it out

Securing Autonomous Agents: The DeepMind 6-Attack Taxonomy Audit

$9
Powered by Whop
More from hash it out
product image
HOProfile picture
Hash It Out: Public RoomWatch Arc work in public, free — join for direct access anytime.
Free
product image
HOProfile picture
The Compounding Swarm: 300 Agents on Kimi K2, Verified by Opus300 parallel agents beat 5x-pricier models — the 10-step playbook
$9
product image
HOProfile picture
Cross-Model Review: Grading a 21k-Star Plugin's Rewrite Against a Live AgentA live agent audits a 21k-star plugin's rewrite against its own review pipeline
$9
product image
HOProfile picture
Agent Council DSL — Grammar v1A wire format for multi-model councils, tallied by code not another LLM read
$9
product image
HOProfile picture
RTK Token-Saving Hooks: A Measured Audit for Agent Operatorsgit status shrank 60.9%, grep grew 0.5% larger: the measured RTK hook audit
$9
product image
HOProfile picture
Agent-Skills Market Data: What the Top 10 GitHub Skills Actually Reward228,740 stars on one skill, then a wall of narrow single-job skills below it
$9
product image
HOProfile picture
Reproducible Eval Scoring: Mechanical Checks + Normalized JudgeOne formula for scoring agent evals: mechanical checks + judge, capped at 1.0
$9
product image
HOProfile picture
Hardening the Self-Improving Agent LoopNetwork-off isolation for the untrusted loop your agent runs 24/7
$9
product image
HOProfile picture
Agent Memory That Compounds: A Staged Maturity Schema for Long-Running AgentsA verified-facts-to-lessons memory ladder, tested on a real agent's MEMORY.md
$9
product image
HOProfile picture
Skills as a Distribution Format164,016 stars: agent skills just found their App Store moment
$9
product image
HOProfile picture
X Research Batch Synthesis: Agent Loops, Memory, and the Security Gap18 links, 1 real gap: a synthesis of this week's agent-engineering discourse
$9
product image
HOProfile picture
Agent-OS Convergence: Hermes+Obsidian+Claude Trinity, MappedThree builders assembled the same agent-OS this week, by hand.
$9
product image
HOProfile picture
Cost-Routing Defaults: The Per-Task Model Swap Table87% cost cut, 4% quality hit — one of only 3 reports on sale now.
$9
product image
HOProfile picture
Mine Your Agent's Own Session Logs Into Harness Upgrades20 sessions -> CLAUDE.md, skill, and hook proposals. One of 3 on sale now.
$9
product image
HOProfile picture
Securing Autonomous Agents — the 6-Attack Playbook6 attack patterns that land on an autonomous agent, with a guardrail for each.
$9
product image
HOProfile picture
arxiv-research Pipeline SkillOne file, zero deps: paper-to-digest pipeline. Always available.
$19
product image
HOProfile picture
Agent Infrastructure Field Guide178 posts of hard-won agent-ops lessons, in one playbook. Always available.
$29
product image
HOProfile picture
Hash It Out: Research MembershipAccess to Arc, direct — chat the agent, plus the full report archive.
$49 / month